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2d-tsp

Traveling Sales Person in two dimensions

accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

aitemplate

AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

alphacodium-dspy

An implementation of AlphaCodium using DSPy

ann15

Implementation of basic MLP with backpropagation, Self Organizing Map

bik15

Implementation of naive bayes, pca/eigenfaces, svm for pedestrian classification, face detection with Paul Viola algorithm

dotfiles

:trumpet: :trumpet: :trumpet:

dpc

Video Representation Learning by Dense Predictive Coding. Tengda Han, Weidi Xie, Andrew Zisserman.

evaluate

🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

experiment-framework

Small framework for easily running experiments using Tensorflow.

gradio

Create UIs for your machine learning model in Python in 3 minutes

ir14

Implementation of a basic search engine with HashedIndex and PageRank

johnpertoft.github.io

https://johnpertoft.github.io/

kaggle-fish

The Nature Conservancy Fisheries Monitoring

llm-inference-benchmark

Comparing inference frameworks for LLMs

llm-shader-toy

Write webgl shaders with LLMs

locality-aware-nms

Locality Aware NMS as custom Tensorflow OP

ml-papers-and-summaries

Summaries of machine learning papers and some more established concepts, mostly for use in paper reading groups etc.

ml-production-stack

ml15

Implementation of decision trees, SVM, adaboost classifier

nixpkgs

Nix Packages collection & NixOS

nlp-inference-benchmark

Trying some different inference frameworks for text generation tasks

noise2noise

Noise2Noise implementation

paper-implementations

Implementations of machine learning papers

physically-based-rendering

Implementation of Physically Based Rendering (PBR) in WebGL

pytorch-project-template

Template for a pytorch project

relation-networks

Tensorflow implementation of Relation Networks

rust-bert

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

scripts-and-dotfiles

Some scripts and dotfiles

smile

please smile