All Categories â†’ Machine Learning → machine-learning

Top 6423 machine-learning open source projects

Awesome Datascience
📝 An awesome Data Science repository to learn and apply for real world problems.
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
Papers with code. Sorted by stars. Updated weekly.
Deep Learning Interview Book
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
Artificial Intelligence Deep Learning Machine Learning Tutorials
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
Chexnet Keras
This project is a tool to build CheXNet-like models, written in Keras.
Toxic Comment Classification Challenge
Decision Tree Js
Small JavaScript implementation of ID3 Decision tree
Morphl Community Edition
MorphL Community Edition uses big data and machine learning to predict user behaviors in digital products and services with the end goal of increasing KPIs (click-through rates, conversion rates, etc.) through personalization
Speech recognition with tensorflow
Implementation of a seq2seq model for Speech Recognition using the latest version of TensorFlow. Architecture similar to Listen, Attend and Spell.
Grid royale
A life simulation for exploring social dynamics
Fast Weights
🏃 Implementation of Using Fast Weights to Attend to the Recent Past.
Change Detection Review
A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.
Deep learning driven jazz generation using Keras & Theano!
Deep Learning Book
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
Data mining for materials science
Set of examples of ML approaches implemented in C++
Cnn face detection
Implementation based on the paper Li et al., “A Convolutional Neural Network Cascade for Face Detection, ” 2015 CVPR
A PyTorch library and evaluation platform for end-to-end compression research
Good Papers
I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers
Pretty Print Confusion Matrix
Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib
Computer Vision Guide
📖 This guide is to help you understand the basics of the computerized image and develop computer vision projects with OpenCV. Includes Python, Java, JavaScript, C# and C++ examples.
Ml Games
Machine learning games. Use combination of genetic algorithms and neural networks to control the behaviour of in-game objects.
Keras Sharp
Keras# initiated as an effort to port the Keras deep learning library to C#, supporting both TensorFlow and CNTK
Repository for Project Insight: NLP as a Service
From 0 To Research Scientist Resources Guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
Recsys core
[电影推荐系统] Based on the movie scoring data set, the movie recommendation system is built with FM and LR as the core(基于爬取的电影评分数据集,构建以FM和LR为核心的电影推荐系统).
(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)
Fast, flexible and easy to use probabilistic modelling in Python.
[ICCV 2019] Official implementation of "MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation" in PyTorch + Social Distancing
Ask coding questions directly from the terminal
Abu ml
A modern deep learning framework built to accelerate research and development of AI systems
Bring Deep Learning to small devices
Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)
Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals
Mona lisa eyes
A machine learning project. Turn on your webcam. Mona Lisa's eyes will follow you around.
Deep Learning Tinder
Simple Tinder algorithm able to swipe left and right based on the recommendations of a pre-trained deep neural network (Machine Learning).
Implementing multilayer neural networks through backpropagation using Java.
Train Robot Arm From Scratch
Build environment and train a robot arm from scratch (Reinforcement Learning)
A header-only C++ library for deep neural networks
News Emotion
📉 金融文本情感分析模型
The Elements Of Statistical Learning Notebooks
Jupyter notebooks for summarizing and reproducing the textbook "The Elements of Statistical Learning" 2/E by Hastie, Tibshirani, and Friedman
Pure Javascript manually written 👌 implementation of BLAS, Many numerical software applications use BLAS computations, including Armadillo, LAPACK, LINPACK, GNU Octave, Mathematica, MATLAB, NumPy, R, and Julia.
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