rolczynski

Rafał Rolczyński's starred repositories

future_speech

The History of Speech Recognition to the Year 2030

Language:TeXMIT1100

GuitarSet

GuitarSet: a dataset for guitar transcription

Language:Jupyter NotebookMIT12000

spotify-downloader

Download your Spotify playlists and songs along with album art and metadata (from YouTube if a match is found).

Language:PythonMIT1584400

psutil

Cross-platform lib for process and system monitoring in Python

Language:PythonBSD-3-Clause1012900

ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Language:PythonBSD-3-Clause450100

pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

Language:Jupyter NotebookMIT639200

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

Language:Jupyter NotebookApache-2.0433000

autokeras

AutoML library for deep learning

Language:PythonApache-2.0910300

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

Language:HTML1195100

speechbrain

A PyTorch-based Speech Toolkit

Language:PythonApache-2.0834400

rnn_lstm_from_scratch

How to build RNNs and LSTMs from scratch with NumPy.

Language:Jupyter NotebookGPL-3.024300

notable

The Markdown-based note-taking app that doesn't suck.

2250500

captum

Model interpretability and understanding for PyTorch

Language:PythonBSD-3-Clause473900

omegaconf

Flexible Python configuration system. The last one you will ever need.

Language:PythonBSD-3-Clause190000

Automatic-Speech-Recognition

🎧 Automatic Speech Recognition: DeepSpeech & Seq2Seq (TensorFlow)

Language:PythonAGPL-3.022200

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

Language:TeXMIT1389700

Machine-Learning-Collection

A resource for learning about Machine learning & Deep Learning

Language:PythonMIT734700

Orthogonal-Convolutional-Neural-Networks

Code for paper "Orthogonal Convolutional Neural Networks".

Language:PythonMIT11000

python-soundfile

SoundFile is an audio library based on libsndfile, CFFI, and NumPy

Language:PythonBSD-3-Clause68200

autograd

Efficiently computes derivatives of numpy code.

Language:PythonMIT688400

jax

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

Language:PythonApache-2.02938300

awesome-community-detection

A curated list of community detection research papers with implementations.

Language:PythonCC0-1.0230200

rough

Create graphics with a hand-drawn, sketchy, appearance

Language:HTMLMIT1974400

lit

The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.

Language:TypeScriptApache-2.0344400

SEDLM

Language modelling for sound event detection

Language:PythonNOASSERTION2100

slate

A window management application (replacement for Divvy/SizeUp/ShiftIt)

Language:Objective-CGPL-3.0784700

pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

Language:PythonMIT258200

pyfst

A Python interface to OpenFst

Language:Python8800

pykaldi

A Python wrapper for Kaldi

Language:PythonApache-2.098800

GELUs

A smoother activation function (undergrad code)

Language:PythonMIT10400