PyImageSearch

NOVEMBER 13, 2023

One of the most popular deep learning-based object detection algorithms is the family of R-CNN algorithms, originally introduced by Girshick et al. Since then, the R-CNN algorithm has gone through numerous iterations, improving the algorithm with each new publication and outperforming traditional object detection algorithms (e.g.,

Deep Learning 113

Deep Learning Deep Learning Algorithm Support Vector Machines 113

Hacker News

AUGUST 7, 2024

The algorithms that determine Fitbit’s count Part of Fitbit’s challenge of getting from prototype to shippable product was software development. Instead, the device’s algorithms needed to determine what a step was and what was a different kind of motion—say, someone scratching their nose. Road noise was another big issue.

Algorithm 180

Algorithm 180

Hacker News

MAY 13, 2024

” In April 2013, NeroWolfe wrote in a private message to another Verified forum user that he was selling a malware “loader” program that could bypass all of the security protections on Windows XP and Windows 7. But now, temporarily, until the service is fully automated, we are working using a different algorithm.”

Algorithm 181

Algorithm 181

Data Science Dojo

JANUARY 23, 2023

Thus, one thing led to another, and soon enough, I was practicing algorithms and data-structures, learning about the basic “trouble-trio” of web-development–i.e., Feynman, 2013 ). Five years after earning the Ph.D., HTML, CSS, and JavaScript, etc.! Hard truth 3: What was that? Show you the money (!),” you demanded?

Data Science 150

Data Science Data Analysis Data Analysis Algorithm 150

Dataconomy

AUGUST 25, 2023

Face detection algorithms based on geometric models, such as the Haar cascades model, or machine learning-based approaches, such as convolutional neural networks (CNNs), have been used to perform this task. Algorithms such as fiducial landmark detection and shape vector representation have been employed to extract these descriptors.

Artificial Intelligence 171

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 171

Smart Data Collective

MAY 6, 2019

Launching in 2013, CoinMama has a significant amount of experience over some of the other top bitcoin trading sites on our list. Their big data algorithms are vital to ensuring the efficiency of their trades. It also launched in 2013 but offers loads more than CoinMama.

Big Data 101

Big Data Big Data Algorithm 101

ODSC - Open Data Science

MAY 25, 2023

We’re always looking for new algorithms to be hosted, these are owned by their author and maintained together with us. How to maintain it in a private code base, or contribute to sktime’s algorithm library. Our friendly and collaborative community is open to contributors from all backgrounds. Something else?

Machine Learning 98

Machine Learning Machine Learning Python Data Scientist 98

ODSC - Open Data Science

FEBRUARY 28, 2023

Improving Operations and Infrastructure Taipy The inspiration for this open-source software for Python developers was the frustration felt by those who were trying, and struggling, to bring AI algorithms to end-users. Making Data Observable Bigeye The quality of the data powering your machine learning algorithms should not be a mystery.

Data Science 96

Data Science AI AI Machine Learning 96

Explosion

DECEMBER 17, 2013

This post explains how transition-based dependency parsers work, and argues that this algorithm represents a break-through in natural language understanding. This post was written in 2013. A concise sample implementation is provided, in 500 lines of Python, with no external dependencies.

Python 40

Python Algorithm 40

AWS Machine Learning Blog

MARCH 15, 2024

To mitigate these risks, the FL model uses personalized training algorithms and effective masking and parameterization before sharing information with the training coordinator. He entered the big data space in 2013 and continues to explore that area. These facilitate the development and deployment of FL solutions.

AWS 112

AWS ML ML Machine Learning 112

Smart Data Collective

OCTOBER 13, 2021

Fast Company wrote about this back in 2013 when they said that Big Data is Rewriting Hollywood Scripts. Tools like this use complex data-driven algorithms to come up with the best deck examples for aspiring screenwriters. Professionals throughout the industry are looking for ways to integrate big data into their jobs.

Big Data 115

Big Data Big Data Database Analytics 115

Towards AI

JULY 19, 2023

Basically crack is a visible entity and so image-based crack detection algorithms can be adapted for inspection. Deep learning algorithms can be applied to solving many challenging problems in image classification. Deep learning algorithms can be applied to solving many challenging problems in image classification. Yi, and J.-K.

Deep Learning 68

Deep Learning Deep Learning Algorithm AI 68

Mlearning.ai

MAY 18, 2023

In the Beginning The first object detection algorithm is difficult to pinpoint to a single specific algorithm, as the field of object detection has evolved over several decades with numerous contributions. The development of region-based convolutional neural networks (R-CNN) in 2013 marked a crucial milestone.

Algorithm 52

Algorithm Deep Learning Deep Learning Machine Learning 52

O'Reilly Media

APRIL 23, 2024

Why is it that Amazon, which has positioned itself as “the most customer-centric company on the planet,” now lards its search results with advertisements, placing them ahead of the customer-centric results chosen by the company’s organic search algorithms, which prioritize a combination of low price, high customer ratings, and other similar factors?

Algorithm 109

Algorithm AI AI Cloud Computing 109

Explosion

FEBRUARY 18, 2015

The short story is, there are no new killer algorithms. The way that the tokenizer works is novel and a bit neat, and the parser has a new feature set, but otherwise the key algorithms are well known in the recent literature. Part-of-speech Tagger In 2013, I wrote a blog post describing how to write a good part of speech tagger.

Algorithm 40

Algorithm Python Clustering 40

phData

MAY 17, 2024

The forecasting algorithm uses gradient boosting to model data and the rolling average of historical data to help predict trends. This low-code solution lets you use your existing Snowflake data and easily create a visualization to predict the future of your sales, taking into account unlimited data points.

ML 52

ML ML Predictive Analytics Machine Learning 52

Mlearning.ai

MARCH 9, 2023

Automated algorithms for image segmentation have been developed based on various techniques, including clustering, thresholding, and machine learning (Arbeláez et al., Understanding the robustness of image segmentation algorithms to adversarial attacks is critical for ensuring their reliability and security in practical applications.

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

Smart Data Collective

DECEMBER 11, 2019

In 2013, Wired published a very interesting article about the role of big data in the field of integrated business systems. Timesheets that use complex AI algorithms to integrate with the accounting software will ensure you are able to manage employee tracking and payroll processes with far more efficiency.

Big Data 76

Big Data Big Data Data Analyst AI 76

Mlearning.ai

AUGUST 6, 2023

As described in the previous article , we want to forecast the energy consumption from August of 2013 to March of 2014 by training on data from November of 2011 to July of 2013. Experiments Before moving on to the experiments, let’s quickly remember what’s our task.

Python 52

Python Algorithm AI AI 52

Towards AI

APRIL 8, 2024

Word2Vec, a widely-adopted NLP algorithm has proven to be an efficient and valuable tool that is now applied across multiple domains, including recommendation systems. While numerous techniques have been explored, methods harnessing natural language processing (NLP) have demonstrated strong performance.

Natural Language Processing 60

Natural Language Processing Clustering Algorithm AI 60

Explosion

DECEMBER 17, 2013

I wrote this blog post in 2013, describing an exciting advance in natural language understanding technology. Today, almost all high-performance parsers are using a variant of the algorithm described below (including spaCy). This doesn’t just give us a likely advantage in learnability; it can have deep algorithmic implications.

Python 45

Python Algorithm Natural Language Processing 45

Dataconomy

MAY 2, 2023

He is credited with developing some of the key algorithms and concepts that underpin deep learning, such as capsule networks. Hinton joined Google in 2013 as part of its acquisition of DNNresearch, a startup he co-founded with two of his former students, Ilya Sutskever and Alex Krizhevsky.

AI 107

AI AI Artificial Intelligence Artificial Intelligence 107

Hacker News

FEBRUARY 24, 2024

E In a 2013 study, Sandberg and his colleague Stuart Armstrong suggested deploying automated self-replicating robots on Mercury to build a Dyson swarm. Simon watched the spores catch the light and flash away into interstellar space. You know we won’t shut you down. Heaven will be kept running as long as Paradise exists.

Azure 179

Azure AI AI Algorithm 179

Pickl AI

JULY 12, 2023

The Matrix is mainly a world simulated for creating and controlling machines, which use data and algorithms to maintain the illusion of reality. His work involves analyzing vast amounts of encrypted data, searching for patterns, and developing algorithms to decrypt the messages.

Data Science 52

Data Science Artificial Intelligence Artificial Intelligence Data Analysis 52

Dataconomy

MAY 24, 2023

Different blockchain networks may use various consensus algorithms such as proof-of-work (PoW), proof-of-stake (PoS), or other innovative protocols to achieve consensus. We don’t know, but it is undoubtedly one of the oldest and most established blockchain platforms introduced in 2013.

Internet of Things 149

Internet of Things Data Modeling Data Models Algorithm 149

AWS Machine Learning Blog

JUNE 23, 2023

The dataset includes credit card transactions in September 2013 made by European cardholders. To understand more about PCA and dimensionality reduction, refer to Principal Component Analysis (PCA) Algorithm. For Training method and algorithms , select Auto. Choose Add step. Choose Dimensionality Reduction.

ML 77

ML ML Database AWS 77

Mlearning.ai

JULY 31, 2023

The repository includes embedding algorithms, such as Word2Vec, GloVe, and Latent Semantic Analysis (LSA), to use with their PIP loss implementation. As such, I’ve adapted and converted the simplest algorithm (LSA) and PIP loss implementations with PyTorch and guided comments for more flexibility. Dosovitskiy, A., Kolesnikov, A.,

Deep Learning 52

Deep Learning Deep Learning Supervised Learning Algorithm 52

Explosion

FEBRUARY 28, 2017

Without supervision, you’re stuck with whatever default relationship the unsupervised algorithm happens to recover. There’s no way for the algorithm to guess what you want, unless you tell it — with example data. However, it’s also a crucial advantage: it lets you use labelled data, to customize the relationships being classified.

Algorithm 40

Algorithm Clustering 40

Heartbeat

DECEMBER 8, 2023

This includes cleaning and transforming data, performing calculations, or applying machine learning algorithms. Williams, Hinton was co-author of a highly cited paper published in 1986 that popularised the backpropagation algorithm for training multi-layer neural networks, although they were not the first to propose the approach.

Deep Learning 52

Deep Learning Deep Learning AI AI 52

Pickl AI

NOVEMBER 12, 2024

For Excel 2013 and earlier: Click on the File tab or the Office button (depending on the version). Evolutionary Solver uses a genetic algorithm, iterating over generations to find increasingly better solutions. Follow the instructions below to open this menu. For Excel 2016 or later: Open Excel. Click on the File tab in the ribbon.

Algorithm 52

Algorithm AI AI 52

Snorkel AI

FEBRUARY 6, 2024

If you think about simple ingredients in the “cooking show” of AI—models, algorithms, and data—a lot of the models and algorithms have gotten a lot more black box; a lot more commoditized; frankly, available in the most positive sense. I like that highlight—it’s not just about a fancy fine-tuning algorithm.

Data Science 52

Data Science Machine Learning Machine Learning AI 52

Snorkel AI

FEBRUARY 6, 2024

If you think about simple ingredients in the “cooking show” of AI—models, algorithms, and data—a lot of the models and algorithms have gotten a lot more black box; a lot more commoditized; frankly, available in the most positive sense. I like that highlight—it’s not just about a fancy fine-tuning algorithm.

Data Science 52

Data Science Machine Learning Machine Learning AI 52

ML Review

JUNE 4, 2018

Finally, one can use a sentence similarity evaluation metric to evaluate the algorithm. One such evaluation metric is the Bilingual Evaluation Understudy algorithm, or BLEU score. The idea of sampling an attention trajectory as an estimation was taken from a Reinforcement Learning algorithm called REINFORCE[88]. Paragios N.

Deep Learning 52

Deep Learning Deep Learning Algorithm Machine Learning 52

PyImageSearch

OCTOBER 2, 2023

VAEs were introduced in 2013 by Diederik et al. It serves as a direct drop-in replacement for the original Fashion-MNIST dataset for benchmarking machine learning algorithms, with the benefit of being more representative of the actual data tasks and challenges. in their paper Auto-Encoding Variational Bayes.

Deep Learning 105

Deep Learning Deep Learning Clustering Computer Science 105

Heartbeat

DECEMBER 27, 2023

However, the emergence of the open-source Docker engine by Solomon Hykes in 2013 accelerated the adoption of the technology. catboost is the machine learning algorithm for model building. The model can be improved with more comprehensive preprocessing, hyperparameter tuning, and algorithm choices. What is Docker? Flask==2.1.2

Machine Learning 52

Machine Learning Machine Learning Python ML 52

Dataconomy

NOVEMBER 20, 2023

in computer science in 2013 under the guidance of Geoffrey Hinton. His work on the sequence-to-sequence learning algorithm and contributions to TensorFlow underscore his commitment to pushing AI’s boundaries. Fast forward to the early 2000s, and Sutskever is honing his math skills at the Open University of Israel.

Artificial Intelligence 103

Artificial Intelligence Artificial Intelligence Computer Science Computer Science 103

DrivenData Labs

DECEMBER 7, 2023

Summary of approach : Using a downsampling method with ChatGPT and ML techniques, we obtained a full NEISS dataset across all accidents and age groups from 2013-2022 with six new variables: fall/not fall, prior activity, cause, body position, home location, and facility. What motivated you to participate? : race and sex).

Natural Language Processing 130

Natural Language Processing Clustering Data Science Data Analysis 130