TensorFlow is an end-to-end open source platform for machine learning. It has a comprehensive, flexible ecosystem of tools, libraries, and community resources that lets researchers push the state-of-the-art in ML and developers easily build and deploy ML-powered applications.
TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
openpi holds open-source models and packages for robotics, published by the Physical Intelligence team.
Open Neural Network Exchange (ONNX) is an open ecosystem that empowers AI developers to choose the right tools as their project evolves. ONNX provides an open source format for AI models, both deep learning and traditional ML.
Pluto is a StarCraft: Brood War AI. A single neural network, trained by self-play reinforcement learning, plays the whole game — macro and micro, all three races; there is no scripted play. It plays 1v1 melee through BWAPI (
FaceSwap is a tool that utilizes deep learning to recognize and swap faces in pictures and videos.
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
machine learning and deep learning tutorials, articles and other resources
InsightFace project is mainly maintained by Jia Guo and Jiankang Deng.
Latex code for drawing neural networks for reports and presentation. Have a look into examples to see how they are made. Additionally, lets consolidate any improvements that you make and fix any bugs to help more people with this code.
AI , a computer vision and AI consulting company. We help organizations design, build, optimize, and deploy production-ready AI solutions.
This package provides an implementation of the inference pipeline of AlphaFold v2. For simplicity, we refer to this model as AlphaFold throughout the rest of this document.
>If you are a newcomer to the Deep Learning area, the first question you may have is "Which paper should I start reading from?"
deep learning for image processing including classification and object-detection etc.
DeepFaceLab is used by such popular youtube channels as
Vosk is an offline open source speech recognition toolkit.
All yandex dist links went bad, you can download the model from the
LittleBit compresses large language models into the sub-1-bit regime by factorizing each dense weight matrix into low-rank latent factors, binarizing those factors, and restoring magnitude information through lightweight learned scales.
[Notice] This list is not being maintained anymore because of the overwhelming amount of deep learning papers published every day since 2017.
Mamba is a new state space model architecture showing promising performance on information-dense data such as language modeling, where previous subquadratic models fall short of Transformers.
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
Free and open source face recognition with deep neural networks.
This is a curated list of tutorials, projects, libraries, videos, papers, books and anything related to the incredible PyTorch. Feel free to make a pull request to contribute to this list.
Techniques for deep learning with satellite & aerial imagery
This is the official repository for Attention Residuals (AttnRes), a drop-in replacement for standard residual connections in Transformers that enables each layer to selectively aggregate earlier representations via learned, input-dependent attention over depth.
You can also adjust the sweep configuration file if you need to perform a hyperparameter search.
A technical report on convolution arithmetic in the context of deep learning
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
The following software is shared for educational purposes only.
g. CPU, GPU, RAM, etc), so it is hard to make an equal comparison. The solution is to measure the performance of all models on hardware with equivalent specifications, but it is very difficult and time consuming.