tsterbak
Data Scientist, Mathematician, Machine Learning Engineer, Open Source developer
Berlin, Germany
tsterbak's Stars
apache/superset
Apache Superset is a Data Visualization and Data Exploration Platform
mozilla/DeepSpeech
DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
matterport/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
sebastianruder/NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
afshinea/stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
flairNLP/flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
lmcinnes/umap
Uniform Manifold Approximation and Projection
audreyfeldroy/cookiecutter-pypackage
Cookiecutter template for a Python package.
facebookresearch/nevergrad
A Python toolbox for performing gradient-free optimization
damianavila/RISE
RISE: "Live" Reveal.js Jupyter/IPython Slideshow Extension
cornellius-gp/gpytorch
A highly efficient implementation of Gaussian Processes in PyTorch
jsvine/markovify
A simple, extensible Markov chain generator.
PetrochukM/PyTorch-NLP
Basic Utilities for PyTorch Natural Language Processing (NLP)
mara/mara-pipelines
A lightweight opinionated ETL framework, halfway between plain scripts and Apache Airflow
ozan-oktay/Attention-Gated-Networks
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
GauravBh1010tt/DeepLearn
Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.
facebookresearch/UnsupervisedMT
Phrase-Based & Neural Unsupervised Machine Translation
HIT-SCIR/ELMoForManyLangs
Pre-trained ELMo Representations for Many Languages
karpathy/randomfun
Notebooks and various random fun
ternaus/TernausNet
UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset
Ahmkel/Keras-Project-Template
A project template to simplify building and training deep learning models using Keras.
codekansas/keras-language-modeling
:book: Some language modeling tools for Keras
ianozsvald/data_science_delivered
Observations from Ian on successfully delivering data science products
raghakot/keras-text
Text Classification Library in Keras
outcastofmusic/quick-nlp
Pytorch NLP library based on FastAI
Varal7/ieturk
Intuitive Annotation Tool for Information Extraction / Named Entity Recognition using localturk / Amazon Mechanical Turk
chrisjsewell/ipypublish
A workflow for creating and editing publication ready scientific reports and presentations, from one or more Jupyter Notebooks, without leaving the browser!
jgoerner/data-science-stack-cookiecutter
🐳📊🤓Cookiecutter template to launch an awesome dockerized Data Science toolstack (incl. Jupyster, Superset, Postgres, Minio, AirFlow & API Star)
mara/mara-example-project-2
An example mini data warehouse for python project stats, template for new projects
guillaume-chevalier/Linear-Attention-Recurrent-Neural-Network
A recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Transformer Network. The LARNN cell with attention can be easily used inside a loop on the cell state, just like any other RNN. (LARNN)