Herman Chege's Projects
Code for Ecologists to create world class species classifiers
Bank Fraud Detection Using Python for Imbalanced Datasets
CakeChat: Emotional Generative Dialog System
The 3rd edition of course.fast.ai
This is a personal project that does basic data science on some simple retail data and machine learning for prediciton
Deep Learning Algorithms
Deep learning network to identify 102 different types of flowers (developed for the PyTorch Scholarship Challenge)
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
DeepFaceLab is a tool that utilizes deep learning to recognize and swap faces in pictures and videos. Includes prebuilt ready to work standalone Windows 7,8,10 binary (look readme.md).
DeepGS is a R package for predicting phenotypes from genotypes using deep learning techniques.
A list of deep learning implementations in biology
DistilBERT Question Answering model using SQuAD served with Flask, deployed on Google Cloud Run
This project uses Evolutionary Algorithms to see which logistics are cheaper in Kenya - Helicopter or Truck
Face Generation with Deep Convolutional Generative Adversarial Networks
test
Porting of fast.ai python notebooks classes for Google Colab platform
Starter app for fastai v3 model deployment on Render
I used Machine Learning to make a Logistic Regression model using scikit-learn, pandas, numpy, seaborn and matplotlib to predict the results of FIFA 2018 World Cup.
Ongoing documentation for genomics class for spring 2020 at the University of Vermont
A robot powered training repository :robot:
Sample wallet application for Iroha
Config files for my GitHub profile.
Kipoi's model zoo API
A repository for deep learning models in ecological applications
Tutorial on building and deploying a Mobile Deep Learning Classifier for food
Instructional notebooks on music information retrieval.
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course