Examples and guides for using the OpenAI API

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable…

Instruct-tune LLaMA on consumer hardware

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node

🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)

A scikit-learn compatible neural network library that wraps PyTorch

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

Acceptance rates for the major AI conferences

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.

FMA: A Dataset For Music Analysis

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring

functorch is JAX-like composable function transforms for PyTorch.

Differentiable, Hardware Accelerated, Molecular Dynamics

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2021 Spring

OpenAI CLIP text encoders for multiple languages!

This is a sample program that recognizes hand signs and finger gestures with a simple MLP using the detected key points. Handpose is estimated using MediaPipe.

Companion repository for the book Building Machine Learning Powered Applications

100 exercises to learn JAX

kmeans using PyTorch

Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022

semantic similarity framework for knowledge graph

PTT 八卦版問答中文語料

Extract hardcoded subtitles from videos using machine learning

Natural language processing support for Pandas dataframes.

A pytorch &keras implementation and demo of Fastformer.

Few-shot Keyword Spotting in Any Language and Multilingual Spoken Word Corpus