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.
Repositories (1414)
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
Fast State-of-the-Art Static Embeddings
A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).
🤖 A powerful, open source client-side JavaScript library for ChatGPT
Scaled-YOLOv4: Scaling Cross Stage Partial Network
Demo for the "Talking Head Anime from a Single Image."
The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.
DIAMOND (DIffusion As a Model Of eNvironment Dreams) is a reinforcement learning agent trained in a diffusion world model. NeurIPS 2024 Spotlight.
An AI for Music Generation
A curated list of research in machine learning systems (MLSys). Paper notes are also provided.
A comprehensive mapping database of English to Chinese technical vocabulary in the artificial intelligence domain
Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.
:cloud: :rocket: :bar_chart: :chart_with_upwards_trend: Evaluating state of the art in AI
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.
Library for training machine learning models with privacy for training data
A Python package for extending the official PyTorch that can easily obtain performance on Intel platform
一些关于机器学习的学习资料与研究介绍
BlazingSQL is a lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF.
Keras Temporal Convolutional Network. Supports Python and R.
A Python toolkit/library for reality-centric machine/deep learning & data mining on partially-observed time series, with 50+ SOTA neural network model...
SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.
”数学不难“ 之 《线性代数不难》上下册，66话题完册；欢迎批评指正
Elyra extends JupyterLab with an AI centric approach.
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
A high performance anime upscaler
Easy Machine Learning is a general-purpose dataflow-based system for easing the process of applying machine learning algorithms to real world tasks.
Python Stream Processing
PyTorch implementation of convolutional neural networks-based text-to-speech synthesis models
🤖 A Python library for learning and evaluating knowledge graph embeddings
Build LLM-powered applications in Ruby
A Deep Learning Approach for Password Guessing (https://arxiv.org/abs/1709.00440)
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
World's Best AI Aimbot - CS2, Valorant, Fortnite, APEX, every game
A lightweight 3D Morphable Face Model library in modern C++
The Virtual Feature Store. Turn your existing data infrastructure into a feature store.
CVNets: A library for training computer vision networks
An on-premises, OCR-free unstructured data extraction, markdown conversion and benchmarking toolkit. (https://idp-leaderboard.org/)
Physical Symbolic Optimization
spark ml 算法原理剖析以及具体的源码实现分析
Machine learning on FPGAs using HLS
Web labeling tool for bitmap images and point clouds
Humanoid-Gym: Reinforcement Learning for Humanoid Robot with Zero-Shot Sim2Real Transfer https://arxiv.org/abs/2404.05695
The RF and reverse engineering framework for everyone. Follow and ★ to show your support!
This is the code for Deformable Neural Radiance Fields, a.k.a. Nerfies.
Deep and online learning with spiking neural networks in Python
Using python and scikit-learn to make stock predictions
Python library for portfolio optimization built on top of scikit-learn
SLING - A natural language frame semantics parser
Feathr – A scalable, unified data and AI engineering platform for enterprise