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Machine learning

Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.

https://github.com/tensorflow/model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

compression deep-learning keras machine-learning ml model-compression optimization pruning quantization quantized-networks quantized-neural-networks quantized-training sparsity tensorflow

Last synced: 29 Oct 2024

https://github.com/pavlin-policar/openTSNE

Extensible, parallel implementations of t-SNE

dimensionality-reduction embedding machine-learning tsne visualization

Last synced: 07 Nov 2024

https://github.com/samim23/polymath

Convert any music library into a music production sample-library with ML

audio machine-learning ml music python

Last synced: 04 Aug 2024

https://github.com/iamtodor/data-science-interview-questions-and-answers

Data science interview questions with answers. Not ideally (yet)

data-science interview-preparation interview-questions machine-learning

Last synced: 14 Oct 2024

https://github.com/dair-ai/nlp_paper_summaries

✍️ A carefully curated list of NLP paper summaries

deep-learning machine-learning nlp

Last synced: 14 Oct 2024

https://github.com/o19s/elasticsearch-learning-to-rank

Plugin to integrate Learning to Rank (aka machine learning for better relevance) with Elasticsearch

elasticsearch elasticsearch-plugin elasticsearch-plugins machine-learning relevant-search search-relevance

Last synced: 09 Oct 2024

https://github.com/pavlin-policar/opentsne

Extensible, parallel implementations of t-SNE

dimensionality-reduction embedding machine-learning tsne visualization

Last synced: 15 Oct 2024

https://github.com/alexrozanski/LlamaChat

Chat with your favourite LLaMA models in a native macOS app

ai llama llamacpp machine-learning macos swift swiftui

Last synced: 29 Oct 2024

https://github.com/arztsamuel/applying_eanns

A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.

artificial-neural-networks deep-learning evolutionary-algorithms genetic-algorithm machine-learning neural-networks self-driving-cars

Last synced: 14 Oct 2024

https://github.com/alexrozanski/llamachat

Chat with your favourite LLaMA models in a native macOS app

ai llama llamacpp machine-learning macos swift swiftui

Last synced: 10 Oct 2024

https://github.com/amitkaps/hackermath

Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way

calculus linear-algebra machine-learning python statistics

Last synced: 29 Oct 2024

https://github.com/tiiiger/bert_score

BERT score for text generation

machine-learning natural-language-processing

Last synced: 13 Nov 2024

https://github.com/Tiiiger/bert_score

BERT score for text generation

machine-learning natural-language-processing

Last synced: 02 Nov 2024

https://github.com/igrigorik/decisiontree

ID3-based implementation of the ML Decision Tree algorithm

decision-tree machine-learning ruby rubyml

Last synced: 30 Oct 2024

https://github.com/visual-layer/fastdup

fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.

data-augmentation data-curation dataset deep-learning image image-analysis image-classfication image-classification image-duplicate-detection image-processing image-similarity machine-learning novelty-detection object-detection outlier-detection python visual-search visualization visualization-tools

Last synced: 15 Oct 2024

https://github.com/denizyuret/Knet.jl

Koç University deep learning framework.

data-science deep-learning julia knet machine-learning neural-networks

Last synced: 13 Nov 2024

https://github.com/patrick-kidger/diffrax?ref=zzun.app

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

deep-learning differential-equations dynamical-systems equinox jax machine-learning neural-differential-equations neural-networks

Last synced: 13 Nov 2024

https://github.com/google/uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.

bayesian-methods data-science deep-learning machine-learning neural-networks probabilistic-programming statistics tensorflow

Last synced: 15 Oct 2024

https://github.com/denizyuret/knet.jl

Koç University deep learning framework.

data-science deep-learning julia knet machine-learning neural-networks

Last synced: 15 Oct 2024

https://github.com/demidovakatya/vvedenie-mashinnoe-obuchenie

:memo: Подборка ресурсов по машинному обучению

collections data-mining data-science deep-learning machine-learning mooc neural-networks nlp russian university

Last synced: 14 Oct 2024

https://github.com/RWKV/rwkv.cpp

INT4/INT5/INT8 and FP16 inference on CPU for RWKV language model

deep-learning ggml language-model llm machine-learning quantization rwkv

Last synced: 08 Nov 2024

https://github.com/nod-ai/shark-studio

SHARK Studio -- Web UI for SHARK+IREE High Performance Machine Learning Distribution

amd apple-silicon deep-learning machine-learning mlir nvidia pytorch

Last synced: 09 Oct 2024

https://github.com/rwkv/rwkv.cpp

INT4/INT5/INT8 and FP16 inference on CPU for RWKV language model

deep-learning ggml language-model llm machine-learning quantization rwkv

Last synced: 29 Oct 2024

https://github.com/GeostatsGuy/PythonNumericalDemos

Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.

datanalytics geostatistics machine-learning python

Last synced: 12 Nov 2024

https://github.com/geostatsguy/pythonnumericaldemos

Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.

datanalytics geostatistics machine-learning python

Last synced: 15 Oct 2024

https://github.com/torchgan/torchgan

Research Framework for easy and efficient training of GANs based on Pytorch

computer-vision deep-learning gans generative-adversarial-networks generative-model machine-learning neural-networks python python3 pytorch

Last synced: 20 Oct 2024

https://github.com/huggingface/huggingface.js

Utilities to use the Hugging Face Hub API

api-client hub huggingface inference machine-learning

Last synced: 04 Nov 2024

https://github.com/patrick-kidger/diffrax

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

deep-learning differential-equations dynamical-systems equinox jax machine-learning neural-differential-equations neural-networks

Last synced: 16 Oct 2024

https://github.com/Yimeng-Zhang/feature-engineering-and-feature-selection

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

data-mining feature-engineering feature-extraction feature-selection machine-learning python

Last synced: 13 Nov 2024

https://github.com/metric-learn/metric-learn

Metric learning algorithms in Python

machine-learning metric-learning python scikit-learn

Last synced: 07 Aug 2024

https://github.com/yimeng-zhang/feature-engineering-and-feature-selection

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

data-mining feature-engineering feature-extraction feature-selection machine-learning python

Last synced: 29 Oct 2024

https://github.com/TradeMaster-NTU/TradeMaster

TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :fire: :zap: :rainbow:

finance fintech investment-strategies jupyter-notebook machine-learning python pytorch quantitative-trading reinforcement-learning stock-market trading-platform

Last synced: 08 Nov 2024

https://github.com/hollance/coremlhelpers

Types and functions that make it a little easier to work with Core ML in Swift.

core-ml coreml ios machine-learning swift

Last synced: 29 Oct 2024

https://github.com/google/generative-ai-docs

Documentation for Google's Gen AI site - including the Gemini API and Gemma

ai chatbot documentation embeddings gemini gemini-api gemma llm machine-learning

Last synced: 15 Oct 2024

https://github.com/SciSharp/NumSharp

High Performance Computation for N-D Tensors in .NET, similar API to NumPy.

machine-learning numpy numsharp pandas

Last synced: 02 Nov 2024

https://github.com/advboxes/AdvBox

Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.

adversarial-attacks adversarial-example adversarial-examples deep-learning deepfool fgsm graphpipe machine-learning onnx paddlepaddle security

Last synced: 27 Oct 2024

https://github.com/scisharp/numsharp

High Performance Computation for N-D Tensors in .NET, similar API to NumPy.

machine-learning numpy numsharp pandas

Last synced: 14 Oct 2024

https://github.com/advboxes/advbox

Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.

adversarial-attacks adversarial-example adversarial-examples deep-learning deepfool fgsm graphpipe machine-learning onnx paddlepaddle security

Last synced: 15 Oct 2024

https://github.com/bilalreffas/emojiintelligence

Neural Network built in Apple Playground using Swift

ai apple artificial-intelligence ipad machine-learning macos network neural playground swift

Last synced: 12 Nov 2024

https://github.com/BilalReffas/EmojiIntelligence

Neural Network built in Apple Playground using Swift

ai apple artificial-intelligence ipad machine-learning macos network neural playground swift

Last synced: 04 Aug 2024

https://github.com/trademaster-ntu/trademaster

TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :fire: :zap: :rainbow:

finance fintech investment-strategies jupyter-notebook machine-learning python pytorch quantitative-trading reinforcement-learning stock-market trading-platform

Last synced: 10 Oct 2024

https://github.com/interpretml/DiCE

Generate Diverse Counterfactual Explanations for any machine learning model.

counterfactual-explanations deep-learning explainable-ai explainable-ml interpretable-machine-learning machine-learning xai

Last synced: 29 Oct 2024

https://github.com/interpretml/dice

Generate Diverse Counterfactual Explanations for any machine learning model.

counterfactual-explanations deep-learning explainable-ai explainable-ml interpretable-machine-learning machine-learning xai

Last synced: 14 Oct 2024

https://github.com/hollance/CoreMLHelpers

Types and functions that make it a little easier to work with Core ML in Swift.

core-ml coreml ios machine-learning swift

Last synced: 29 Oct 2024

https://github.com/ebhy/budgetml

Deploy a ML inference service on a budget in less than 10 lines of code.

api data-science deployment fastapi inference machine-learning mlops

Last synced: 11 Oct 2024

https://github.com/DamRsn/NeuralNote

Audio Plugin for Audio to MIDI transcription using deep learning.

audio audio-plugin juce-framework machine-learning midi vst

Last synced: 27 Oct 2024

https://github.com/deepmind/jraph

A Graph Neural Network Library in Jax

deep-learning graph-neural-networks jax machine-learning

Last synced: 27 Aug 2024

https://github.com/google-deepmind/jraph

A Graph Neural Network Library in Jax

deep-learning graph-neural-networks jax machine-learning

Last synced: 14 Oct 2024

https://github.com/fukuball/jieba-php

"結巴"中文分詞：做最好的 PHP 中文分詞、中文斷詞組件。 / "Jieba" (Chinese for "to stutter") Chinese text segmentation: built to be the best PHP Chinese word segmentation module.

chinese-text-segmentation machine-learning natural-language-processing nlp

Last synced: 09 Oct 2024

Machine learning Awesome Lists
awesome-scalability 918 awesome-deep-learning-papers 238 awesome-datascience 842 awesome-deep-learning 597 awesome-production-machine-learning 580 awesome-nlp 203 Awesome-pytorch-list 704 Machine-Learning-Tutorials 484 awesome-aws 687 Awesome-Diffusion-Models 2,974 awesome-artificial-intelligence 166 awesome-project-ideas 57 awesome-ml-for-cybersecurity 164 Awesome-CoreML-Models 58 awesome-machine-learning-on-source-code 264 awesome-self-supervised-learning 453 useful-java-links 805 awesome-multimodal-ml 480 awesome-learning-resources 495 Awesome-Embedded 287 awesome-quant 136 awesome-mlops 299 Awesome-Geospatial 1,257 Awesome-Prompt-Engineering 147 awesome-machine-learning-interpretability 1,199 awesome-conformal-prediction 913 awesome-robotic-tooling 939 awesome-ai-residency 87 awesome-TS-anomaly-detection 55 awesome-deep-learning-music 248 awesome-quantum-machine-learning 267 awesome-anomaly-detection 138 awesome-ml-courses 39 Awesome-Quant-Machine-Learning-Trading 123 Computer-Science-Resources 51 awesome-decision-tree-papers 423 awesome-python-data-science 379 awesome-robotics-libraries 205 awesome-tensor-compilers 165 awesome-chatgpt 167 awesome_time_series_in_python 69 machine-learning-with-ruby 215 awesome-streamlit 101 awesome-argo 390 Awesome-Rust-MachineLearning 48 Awesome-Federated-Learning 558 Awesome-Interview 204 Awesome-pytorch-list-CNVersion 692 awesome-embedding-models 75 awesome-ml4co 423
Machine learning Categories
Papers 5,476 Uncategorized 4,695 Books 2,936 Scalability 2,816 Vision 2,028 **Literature and Codes** 1,784 A01_文本生成_文本对话 1,417 fl in top-tier journal 1,294 Table of Contents 1,096 Repos 1,087 Blog Posts 908 Articles & Blogs 888 Articles 882 Videos 864 Year 2022 861 fl in top ml conference and journal 847 Computational Information Geometry 824 Intelligence 728 Robust Machine Learning in Medical Domain 724 [Problems](#content) 623