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awesome-hyperparams

A curated list of awesome hyperparameters for deep learning

buildingsbench

Large-scale pretraining and benchmarking for short-term load forecasting.

cbas

Code for the ICML 2019 paper 'Conditioning by adaptive sampling for robust design'

colab-db.github.io

Repository of Jupyter Notebooks on Colab, Binder and Huggingface for Bio, Chemistry and Physics

deep-rl

Collection of Deep Reinforcement Learning algorithms

deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

deep_sort_pytorch

MOT tracking using deepsort and yolov3 with pytorch

disentanglement_lib

disentanglement_lib is an open-source library for research on learning disentangled representations.

distributed-systems

Learning how to code distributed systems with Elixir

dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

efficientmorl

EfficientMORL (ICML'21)

esm_one_hot

fastdeepnets

genesis.pytorch

Unofficial PyTorch implementation of GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations

graph_comb_opt

Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"

gui_blob_tracker

Python GUI Multiple Blob Tracker

homework

Assignments for CS294-112.

intphys-baselines

Code for paper "IntPhys: A Benchmark and Dataset for Intuitive Physics".

iodine.pytorch

Unofficial PyTorch implementation of IODINE https://arxiv.org/abs/1903.00450

kmeans_pytorch

pytorch implementation of basic kmeans algorithm(lloyd method with forgy initialization) with gpu support

machine-learning-practice.pytorch

Implementations of various machine learning algorithms from scratch for practice.

ml-practice

mobiledr

MobileDR + traffic radar for vehicle tracking at traffic intersections.

mulmon

PyTorch implementation of MulMON

multi_object_datasets

Multi-object image datasets with ground-truth segmentation masks and generative factors.

neural-combinatorial-rl-pytorch

PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940

neural-combinatorial-rl-tensorflow

in progress

nonlinear-programming-exercises

Programming exercises from Nonlinear Programming (3rd Edition) by Dimitri P. Bertsekas

nvm-utils

utils for .nvm files from VisualSFM (http://ccwu.me/vsfm/)

osprey

CEN3031 Intro to Software Engineering // Health Accelerator // Osprey