tsterbak

Tobias Sterbak's starred repositories

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Language:PythonNOASSERTION80740 1742 43585

models

Models and examples built with TensorFlow

Language:PythonNOASSERTION76808 2735 7267

fastai

The fastai deep learning library

Language:Jupyter NotebookApache-2.025924 610 1792

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Language:PythonBSD-3-Clause22074 397 636

SpaceVim

A modular Vim/Neovim configuration

Language:Vim ScriptGPL-3.020169 304 2413

allennlp

An open-source NLP research library, built on PyTorch.

Language:PythonApache-2.011715 280 2557

fail2ban

Daemon to ban hosts that cause multiple authentication errors

Language:PythonNOASSERTION11287 249 2256

DeepPavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

Language:PythonApache-2.06617 208 638

text

Models, data loaders and abstractions for language processing, powered by PyTorch

Language:PythonBSD-3-Clause3481 304 791

seq2seq

Sequence to Sequence Learning with Keras

Language:PythonGPL-2.03173 158 242

qgrid

An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks

Language:PythonApache-2.03033 88 288

keras-attention

Keras Attention Layer (Luong and Bahdanau scores).

Language:PythonApache-2.02805 78 56

YAD2K

YAD2K: Yet Another Darknet 2 Keras

Language:PythonNOASSERTION2710 90 175

ENAS-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

Language:PythonApache-2.02690 108 47

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

Language:PythonBSD-3-Clause1960 65 101

lightning

Large-scale linear classification, regression and ranking in Python

Language:Python1716 38 91

anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

Language:PythonMIT1480 60 108

livelossplot

Live training loss plot in Jupyter Notebook for Keras, PyTorch and others

Language:PythonMIT1296 28 78

pytorch-qrnn

PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM

Language:PythonBSD-3-Clause1259 51 20

icrawler

A multi-thread crawler framework with many builtin image crawlers provided.

Language:PythonMIT833 22 93

recurrentshop

Framework for building complex recurrent neural networks with Keras

Language:PythonMIT768 31 82

nmt-keras

Neural Machine Translation with Keras

Language:PythonMIT533 26 123

nn_playground

Experimental keras implementation of novel neural network structures

Language:PythonMIT431 25 17

Wordbatch

Python library for distributed AI processing pipelines, using swappable scheduler backends.

Language:PythonGPL-2.0413 11 31

Snapshot-Ensembles

Snapshot Ensemble in Keras

Language:PythonApache-2.0304 9 16

tensorflow-XNN

4th Place Solution for Mercari Price Suggestion Competition on Kaggle using DeepFM variant.

Language:PythonMIT281 130

keras

Keras' fork with several new functionalities. Caffe2Keras converter, multimodal layers, etc.

Language:PythonNOASSERTION225 18 46

introspective

Repo for the ML_Insights python package

Language:Jupyter NotebookMIT143 14 33

kaggle-criteo

Kaggle Criteo https://www.kaggle.com/c/criteo-display-ad-challenge

Language:Python96 11 2

cold-start-recommender

Easy, fast, greedy recommendation engine

Language:PythonGPL-2.014 6 1