Talmaj

O-CNN. O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis

UEViewer. Viewer and exporter for Unreal Engine 1-4 assets (UE Viewer).

dvc. 🦉 Data Versioning and ML Experiments

mmgeneration. MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

react-grid-layout. A draggable and resizable grid layout with responsive breakpoints, for React.

Awesome-Model-Quantization. A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

gta-3d-dataset. A dataset of 2D imagery, 3D point cloud data, and 3D vehicle bounding box labels all generated using the Grand Theft Auto 5 game engine.

fwumious_wabbit. Fwumious Wabbit, fast on-line machine learning toolkit written in Rust

TimeStretching. Pytorch implementation of Time Stretching in Music using an Autoencoder Network

onnx2pytorch. Transform ONNX model to PyTorch representation

cudf. cuDF - GPU DataFrame Library

bolt. 10x faster matrix and vector operations

pystreamvbyte. Python bindings for streamvbyte

micronet. micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

pytorch-playground. Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

nni. An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

jax. Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

transformers. 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

MuteSpotifyAds. A efficent MacOS application automatically silencing ads of the spotify desktop app

Awesome-CoreML-Models. Largest list of models for Core ML (for iOS 11+)

mlflow. The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

JamTaba. Jamtaba is a software to play online music jam sessions.

zipline. Zipline, a Pythonic Algorithmic Trading Library

backtrader. Python Backtesting library for trading strategies

dask. Parallel computing with task scheduling

argo-workflows. Workflow Engine for Kubernetes

pytorch-arm-builds. Unofficial PyTorch and torchvision builds for ARM devices

sepconv-slomo. an implementation of Video Frame Interpolation via Adaptive Separable Convolution using PyTorch

homemade-machine-learning. 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

learning-blind-motion-deblurring. Multiframe Image Deconvolution (ICCV17)

handong1587.github.io. CSS

TensorFlow-Examples. TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

react-google-maps. React.js Google Maps integration component