Synthetic data generation for tabular data
- synthetic-data
- machine-learning
- relational-datasets
- multi-table
Repository Index
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A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on Hopper, Ada and Blackwell GPUs, to provide better performance with lower memory utilization in both training and inference.
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
- pytorch
- face-recognition
- face-detection
- face-alignment
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
- reinforcement-learning
- deep-reinforcement-learning
- game-ai
- poker
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
- python
- neuroscience
- electroencephalography
- magnetoencephalography
The roadmap for learning the C++ programming language for beginners and experienced devs.
Classic papers and resources on recommendation
- recommender-system
- deep-learning
- machine-learning
- recommendation
A deep learning library for video understanding research.
[CVPR19/TPAMI23] SiamMask: A Framework for Fast Online Object Tracking and Segmentation
- visual-tracking
- video-object-segmentation
- read-time
- pytorch
A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities
- api
- gymnasium
- multi-agent-reinforcement-learning
- reinforcement-learning
Hummingbird compiles trained ML models into tensor computation for faster inference.
Fast, flexible and easy to use probabilistic modelling in Python.
- python
- machine-learning
- probabilistic-graphical-models
- pytorch
Seamlessly integrate LLMs into scikit-learn.
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
- image-restoration
- denoising
- super-resolution
- sisr
ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.
A library for transfer learning by reusing parts of TensorFlow models.
- tensorflow
- machine-learning
- transfer-learning
- embeddings
Visual tracking library based on PyTorch.
- computer-vision
- tracking
- machine-learning
- visual-tracking
Chinese Translation for Machine Learning Infographics
PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.
Open-source inference server and production cluster for all the models your agent needs.
Manipulation Skill Framework, an open source GPU parallelized robotics simulator and benchmark
- reinforcement-learning
- robotics
- robot-manipulation
- embodied-ai
【EMNLP 2024🔥】Video-LLaVA: Learning United Visual Representation by Alignment Before Projection
- instruction-tuning
- large-vision-language-model
- multi-modal
[CVPR2020] Adversarial Latent Autoencoders
- generative-adversarial-network
- deep-learning
- autoencoder
- ffhq
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
- pytorch
- deep-learning
- generative-adversarial-network
- biggan