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Antony Wainaina's Projects

awesome-datascience icon awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

cafopreme icon cafopreme

CATASTROPHIC FORGETTING AND PRESERVING MEMORY

clio3 icon clio3

Dev work for Digital Praxis at George Mason University

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deeplearningexplorations2 icon deeplearningexplorations2

Exploring different Deep learning problems primarily (but not limited to) using FastAI2, HuggingFace and Pytorch Library

glm icon glm

Generalized Equation Models (GEE) and Generalized Mixed Linear Models (GLMM).

memml icon memml

Model Evaluation Metrics in Machine Learning

multinomialregmodel icon multinomialregmodel

Multinomial regression model, proportional odds ordinal regression model and Poisson model

portfolio icon portfolio

Portfolio website app in React - frontend and Python - backend

project_mern_memories icon project_mern_memories

This is a code repository for the corresponding video tutorial. Using React, Node.js, Express & MongoDB you'll learn how to build a Full Stack MERN Application - from start to finish. The App is called "Memories" and it is a simple social media app that allows users to post interesting events that happened in their lives.

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