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4kids

These are online resources for teaching and introducing kids to Maths, programming, reading, robotics and other STEM programs.

aims2020_visualrecognition

AIMS 2020, class on Visual Recognition

ammi-2020-bordes-deep-nlp

Lectures and tutorials for the Deep Natural Language Processing class of the African Master's in Machine Intelligence given by Antoine Bordes

ammi-nlp-lab-sessions

Supplementary Machine Learning and Deep Learning tutorial sessions with code to AMMI 2019-2020 cohort.

ammi_2020_deep_learning_review

The Deep learning course revision materials

ammi_dldiy

ammicourse

cassava-disease-classification

This was a Kaggle Competition Project for classifying cassava leaf images into 4 main disease categories.

character-level-asr-for-3-low-resource-african-languages

This Project is a follow up on ASR for the Ga Language, but this around we combined 3 Low-Resource Languages to achieve a better CER

cli_tutorial

coding-interview-university

A complete computer science study plan to become a software engineer.

course-gitbook

Full Stack Deep Learning Online Course

dmc2gym

OpenAI Gym wrapper for the DeepMind Control Suite

dna-sequence-classification-using-kernel-methods-

The was an in-class Kaggle competition to aid understanding and implement ML algorithms to classify DNA-Sequences with Kernel Methods. KM's move data points to a higher dimension and by so doing can cluster and classify points which in other terms would not possible with a straight line. It comes in handy when dealing with Non-Linearly Separable Data Points.

duckietown.jl

Differentiable Duckietown

fixmatch_pytorch

Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"

fsdl-text-recognizer-project

The source repository is at https://github.com/full-stack-deep-learning/fsdl-text-recognizer

imm

Code for unsupervised learning of object landmarks as proposed in "Unsupervised Learning of Object Landmarks through Conditional Image Generation", Tomas Jakab*, Ankush Gupta*, Hakan Bilen, Andrea Vedaldi, Advances in Neural Information Processing Systems (NeurIPS) 2018.

jupyter

Jupyter metapackage for installation, docs and chat

kernels-ammi-2020

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

my-covid-19-estimator

Build for SDG Assessment

networkx

Network Analysis in Python

nii4u.github.io

object-detection---computer-vision

Using the Detectron to track objects in a series of images, assigning unique tracking numbers and colours.

paig

Code for the paper Physics-as-Inverse-Graphics: Joint Unsupervised Learning of Objects and Physics from Video

parlai

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

precourse

A repo for the pre-course work at home exercises

project