Rohail's starred repositories
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
awesome-mlops
:sunglasses: A curated list of awesome MLOps tools
bad-data-guide
An exhaustive reference to problems seen in real-world data along with suggestions on how to resolve them.
Spark-The-Definitive-Guide
Spark: The Definitive Guide's Code Repository
awesome-community-detection
A curated list of community detection research papers with implementations.
fsdl-text-recognizer-project
Lab materials for the Full Stack Deep Learning Course
dtaidistance
Time series distances: Dynamic Time Warping (fast DTW implementation in C)
fastprogress
Simple and flexible progress bar for Jupyter Notebook and console
data_science_delivered
Observations from Ian on successfully delivering data science products
row-oriented-workflows
Row-oriented workflows in R with the tidyverse
causallift
CausalLift: Python package for causality-based Uplift Modeling in real-world business
Hands-On-Neural-Networks-with-TensorFlow-2.0
Hands-On Neural Networks with TensorFlow 2.0, published by Packt
JupyterWorkflow
Reproducible Data Analysis Workflow in Jupyter
ProbabilisticDeepLearningTensorFlow
Material for ODSC Europe presentation -- Probabilistic Deep Learning in TensorFlow, the why and the how
Hands-On-Ensemble-Learning-with-Python
Hands-On Ensemble Learning with Python, published by packt publishing
ODSC2019-DL-models-NLP
materials for my workshop "Latest Deep Learning Models for NLP" @ the European Open Data Science Conference 2019
ODSC_Sequence_Modelling
Files and code for the ODSC tutorial "Sequence Modelling with Deep Learning"
-Hands-On-Bayesian-Methods-with-Python
Hands-On Bayesian Methods with Python
vimtraining
Practicing Vim after completing the vimtutor
Hands-On-Predictive-Analytics-with-TensorFlow-2.0-V-
Code repository for Hands-On Predictive Analytics with TensorFlow 2.0 (V), Published by Packt
Tensorflow-Deep-Learning-Solutions-for-Images
Tensorflow Deep Learning Solutions for Images, Published by Packt
Tensorflow-Solutions-for-Text
Tensorflow Solutions for Text, published by Packt
bayesian-tutorials
Bayesian tutorials