Machine learning glossary
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✔️李沐 【动手学深度学习】课程学习笔记：使用pycharm编程，基于pytorch框架实现。
Hands-on Deep Reinforcement Learning, published by Packt
Top2Vec learns jointly embedded topic, document and word vectors.
- topic-modeling
- word-embeddings
- document-embedding
- topic-vector
:sunglasses: A curated list of robotics libraries and software
- robotics-libraries
- multibody-dynamics
- simulation
- robotics
TensorFlow (Python API) implementation of Neural Style
- style-transfer
- tensorflow
- convolutional-neural-network
- deep-learning
rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.
StellarGraph - Machine Learning on Graphs
- graphs
- machine-learning
- machine-learning-algorithms
- graph-convolutional-networks
Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet
Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).
Deep recommender models using PyTorch.
- recommender-system
- deep-learning
- learning-to-rank
- python
A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).
- bibtex
- latex
- publication
- research-paper
Toolkit for creating, sharing and using natural language prompts.
Chinese-LLaMA 1&2、Chinese-Falcon 基础模型；ChatFlow中文对话模型；中文OpenLLaMA模型；NLP预训练/指令微调数据集
Python hands on tutorial with 50+ Python Application (10 lines of code) By @xiaowuc2
- python
- python-application
- python-project
- voice-recorder
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
- reinforcement-learning
- tensorflow
- contextual-bandits
- bandits
PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT
- tensorrt
- libtorch
- machine-learning
- pytorch
Sandbox for training deep learning networks
- machine-learning
- deep-learning
- mxnet
- gluon
AI comic and manga translator app/browser extension for automatically translating comics, manga, manhwa, BDs, fumetti, and more in multiple languages and formats (Images, PDF, EPUB, CBR, CBZ etc).
- comics
- computer-vision
- deep-learning
- gui
Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies
- machine-learning
- scikit-learn
- statistical-learning
- xgboost
Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/
- deep-learning
- jax
- neural-networks
- equinox
A TensorFlow implementation of Google's Tacotron speech synthesis with pre-trained model (unofficial)
- tacotron
- tensorflow
- speech-synthesis
- python
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
- pytorch
- graph-neural-networks
- temporal-networks
- temporal-graphs
FFCV: Fast Forward Computer Vision (and other ML workloads!)