Tewfik's repositories
Anomaly_Detection_Tuto
Tuto d'anomalie détection sur des séries-temporelles univariés avec un auto-encoder
Blog
Notebooks for the blog posts
catboost
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
covid-chestxray-dataset
We are building an open database of COVID-19 cases with chest X-ray or CT images.
covid-cxr
Neural network model for classifying chest X-rays by presence of COVID-19 features
DAT5
General Assembly's Data Science course in Washington, DC
dataHacker
code for dataHacker blog
DeepLearningForTimeSeriesForecasting
A tutorial demonstrating how to implement deep learning models for time series forecasting
dlaicourse
Notebooks for learning deep learning
DZ
All EDA related to Algeria
energy-py
Reinforcement learning for energy systems
ETC3550Slides
Slides for a forecasting course based on "Forecasting: Principles and Practice"
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
ML
Machine Learning
mlcourse.ai
Open Machine Learning Course
opec_stats
Dataset from the OPEC
pandas-videos
Jupyter notebook and datasets from the pandas Q&A video series
Practical_TS_Talk
Material for SF ACM Chapter talk on 10/28
Predictive-Maintenance
A notebook tutorial series for performing predictive maintenance using machine learning
probability
Probabilistic reasoning and statistical analysis in TensorFlow
Python_Tutorials
Python tutorials in both Jupyter Notebook and youtube format.
seismic-deeplearning
Deep Learning for Seismic Imaging and Interpretation
ThinkPython2
LaTeX source and supporting code for Think Python, 2nd edition, by Allen Downey.
ud120-projects
Starter project code for students taking Udacity ud120