aishaalaagib Goto Github PK

africa_poverty_clean

aishaalaagi.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

ammi-2019-convnets

Tutorials for the Convolutional Neural Networks class of the African Master's in Machine Intelligence given by Laurens van der Maaten

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_senegal_2021_python_bootcamp

All course materials for courses in AMMI Senegal 2021 will be uploaded here.

basic_model_scratch

Implementation of some classic Machine Learning model from scratch and benchmarking against popular ML library

breast_cancer_relapse

Predicting whether a patient with breast cancer who followed a treatment will relapse or not after 5 years

cassava-disease-classification

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

characterizing_fairwashing

clevr-iep

Inferring and Executing Programs for Visual Reasoning

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

hdi_downscaling_mosaiks

house-prices-advanced-regression-techniques

House Prices, Advanced Regression Techniques

iclr_workshop_challenge_1_cgiar_computer_vision_for_crop_disease

ICLR_Workshop_CGIAR

indabax-rwanda

introduction-to-geospatial

machine-unlearning

mathematical_optimization_for_datascience

Mathematical Optimization for data-science: variants of gradient descent algorithms, proximal operators. Labs from NewUni teachers Robert Gower and Alexandre Gramfort)

neurips2019-disentanglement-challenge

nn_prunning

pgm_ammi

Practical sessions for the probabilistic graphical models class of AMMI.

population-comparison

pytorch-deep-learning-minicourse

Minicourse in Deep Learning with PyTorch

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

spatiotemporal_cox_hawkes

starter-hugo-academic