nicolasigor

nicolasigor's Stars

• tensorflow/tensorflow

  An Open Source Machine Learning Framework for Everyone

  Language:C++186k7.6k39.8k74.2k

• tensorflow/models

  Models and examples built with TensorFlow

  Language:Python77k2.7k7.3k45.8k

• openai/openai-cookbook

  Examples and guides for using the OpenAI API

  Language:MDX58.8k8704529.3k

• eugeneyan/applied-ml

  📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

  27.2k947243.7k

• google-research/tuning_playbook

  A playbook for systematically maximizing the performance of deep learning models.

  26.6k285412.2k

• posquit0/Awesome-CV

  :page_facing_up: Awesome CV is LaTeX template for your outstanding job application

  Language:TeX22.9k2142844.8k

• HarisIqbal88/PlotNeuralNet

  Latex code for making neural networks diagrams

  Language:TeX21.9k2271222.9k

• facebook/prophet

  Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

  Language:Python18.3k4512.1k4.5k

• drivendataorg/cookiecutter-data-science

  A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

  Language:Python8.2k1211732.4k

• facebookresearch/demucs

  Code for the paper Hybrid Spectrogram and Waveform Source Separation

  Language:Python8.2k1525411k

• jessevig/bertviz

  BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

  Language:Python6.8k72123771

• locuslab/TCN

  Sequence modeling benchmarks and temporal convolutional networks

  Language:Python4.1k9474875

• py-why/EconML

  ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

  Language:Jupyter Notebook3.8k75568713

• paperswithcode/releasing-research-code

  Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

  2.6k566714

• goodfeli/dlbook_notation

  LaTeX files for the Deep Learning book notation

  Language:TeX1.7k703351

• eugeneyan/ml-design-docs

  📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)

  54513294

• allenai/fm-cheatsheet

  Website for hosting the Open Foundation Models Cheat Sheet.

  Language:JavaScript256132118

• perslev/U-Time

  U-Time: A Fully Convolutional Network for Time Series Segmentation

  Language:Python25085966

• pwollstadt/IDTxl

  The Information Dynamics Toolkit xl (IDTxl) is a comprehensive software package for efficient inference of networks and their node dynamics from multivariate time series data using information theory.

  Language:Python243207977

• holgern/pyedflib

  pyedflib is a python library to read/write EDF+/BDF+ files based on EDFlib.

  Language:Python21412142121

• mmattamala/LogosFCFM

  Logos de la Facultad de Ciencias Físicas y Matemáticas (FCFM) de la Universidad de Chile

  Language:PostScript10712056

• atulshanbhag/Layerwise-Relevance-Propagation

  Implementation of Layerwise Relevance Propagation for heatmapping "deep" layers

  Language:Python964625

• bnaul/IrregularTimeSeriesAutoencoderPaper

  Language:Jupyter Notebook655233

• LSSTDESC/plasticc-kit

  Starter Kit for the Photometric LSST Astronomical Time-series Classification Challenge

  Language:Jupyter Notebook5019342

• Ucampus/memoria-latex

  Language:TeX1961325

• GAMES-UChile/Wasserstein-Fourier

  Language:Jupyter Notebook12402

• klacourse/MODA_GC

  MODA (Massive Online Data Annotation) Groups Consensus (GC) set of spindles

  Language:MATLAB122

• swarby/A7_LacourseSpindleDetector

  A7 Spindle Detector described by Lacourse et al. 2018

  Language:MATLAB12214

• aparek/mcsleep

  Multichannel Sleep Spindle Detector for sleep EEG

  Language:MATLAB11215

• RandallBalestriero/SplineWavelet

  Language:Python4303