ggsdc

ggsdc's Stars

• berthubert/bnt162b2

  Markdown version of Reverse Engineering the source code of the BioNTech/Pfizer SARS-CoV-2 Vaccine

  Language:Jupyter Notebook16957

• matrix-profile-foundation/matrixprofile

  A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.

  Language:Python37363

• StepNeverStop/RLs

  Reinforcement Learning Algorithms Based on PyTorch

  Language:Python44793

• marshmallow-code/marshmallow-oneofschema

  Marshmallow library extension that allows schema (de)multiplexing

  Language:Python13644

• aimacode/aima-python

  Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

  Language:Jupyter Notebook8.1k3.8k

• kailashahirwar/cheatsheets-ai

  Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

  15.1k3.4k

• codecrafters-io/build-your-own-x

  Master programming by recreating your favorite technologies from scratch.

  Language:Markdown324k30k

• AIStream-Peelout/flow-forecast

  Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

  Language:Python2.1k297

• oliverguhr/transformer-time-series-prediction

  proof of concept for a transformer-based time series prediction model

  Language:Python1.3k243

• rasbt/python-machine-learning-book-3rd-edition

  The "Python Machine Learning (3rd edition)" book code repository

  Language:Jupyter Notebook4.7k2k

• rasbt/deeplearning-models

  A collection of various deep learning architectures, models, and tips

  Language:Jupyter Notebook16.8k4k

• tensorflow/decision-forests

  A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.

  Language:Python666113

• DrKenReid/FactorioBeltProblemGECCO

  A Factorio interface for optimizing belt layouts, offering installation instructions for Docker and Factorio, along with guidance on running optimizations using custom scripts.

  Language:Python297

• tedivm/tedivms-flask

  Flask starter app with celery, bootstrap, and docker environment

  Language:CSS22730

• frictionlessdata/frictionless-py

  Data management framework for Python that provides functionality to describe, extract, validate, and transform tabular data

  Language:Python727149

• OpenRailAssociation/osrd

  An open source web application for railway infrastructure design, capacity analysis, timetabling and simulation

  Language:TypeScript47545

• facebookresearch/CPA

  The Compositional Perturbation Autoencoder (CPA) is a deep generative framework to learn effects of perturbations at the single-cell level. CPA performs OOD predictions of unseen combinations of drugs, learns interpretable embeddings, estimates dose-response curves, and provides uncertainty estimates.

  Language:Jupyter Notebook17846

• lcswillems/rl-starter-files

  RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code

  Language:Python661185

• graphql-python/graphene-django

  Build powerful, efficient, and flexible GraphQL APIs with seamless Django integration.

  Language:Python4.3k768

• larq/larq

  An Open-Source Library for Training Binarized Neural Networks

  Language:Python71185

• ts2/ts2

  TS2 - Train Signalling Simulator

  Language:Python5524

• yugedata/Options_Data_Science

  Collecting, analyzing, visualizing & paper trading options market data

  Language:Python33261

• plasma-umass/scalene

  Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

  Language:Python12.3k402

• ml-tooling/best-of-ml-python

  🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

  18.7k2.6k

• apache/superset

  Apache Superset is a Data Visualization and Data Exploration Platform

  Language:TypeScript63.7k14.2k

• firmai/industry-machine-learning

  A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

  Language:Jupyter Notebook7.3k1.2k

• onelivesleft/PrettyErrors

  Prettify Python exception output to make it legible.

  Language:Python2.9k87

• ruiqimao/keyboard-pcb-guide

  Guide on how to design keyboard PCBs with KiCad

  4.4k311

• GiulioRossetti/ndlib

  Network Diffusion Library - (for NetworkX and iGraph)

  Language:Python28180

• dcmocanu/sparse-evolutionary-artificial-neural-networks

  Always sparse. Never dense. But never say never. A Sparse Training repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).

  Language:Python24763