Stas Sajin's repositories
resume
Latex template for the resume based on awesome resume
BabyNet
Repository Housing the Work on BabyNet
losses
A library with custom loss functions for classification and regression tasks
fastbook
Draft of the fastai book
colab_notebooks
A collection of interesting colab notebooks
dbt-example
Example Set up For DBT Cloud using Github Integrations
dw-benchmarks
Set of utilities, scripts, reports, and configs for Data Warehouses
awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
black
The uncompromising Python code formatter
LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
awesome-machine-learning-operations
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
click-through-rate-prediction-spark
Predicting Click Through Rate on Spark cluster
fastai
The fast.ai deep learning library, lessons, and tutorials
haskell-programming
Haskell Related Things
awesome-math
A curated list of awesome mathematics resources
youtube-video-face-swap
The aim of this project ist to perform a face swap on a youtube video almost automatically.
algorithms
A bunch of algorithm problems for fun
Slides
Slides from various talks I gave
python-flask-sklearn-docker-template
A simple example of python api for real time machine learning, using scikit-learn, Flask and Docker
mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
competitions
code from a variety of competitions
PhonologicalOverlapPaper
Includes the GCA and Divergence Analyses for Exp 1 & Exp2
Deep-learning-with-cats
Deep learning with cats (^._.^)
ML_nanodegree
Udacity Machine Learning Engineer Projects
ML-From-Scratch
Bare bones Python implementations of some of the fundamental Machine Learning models and algorithms.
keras-rl
Deep Reinforcement Learning for Keras.
fluffy_networks
just a bunch of notebooks in which i experiment with different deep learning architectures