emms204's repositories
Alvin-Smart-Money-Management-Classification-Challenge
Data for this challenge has been collected over 11 months during Alvin’s Beta release. If a user is the first user to purchase at a merchant, the app asks the user to manually classify the merchant. The next user to purchase at that merchant has the opportunity to confirm the suggestion or enter a new categorisation. Alvin currently registers user transaction data via MPESA SMS receipts, but some users classify their purchases manually. There are ~400 purchases in train and ~600 in test. These ~1000 transactions have been verified by Alvin as the correctly classified. There are ~10 000 unverified transactions in the unvervified file, these are purchases users have classified themselves and Alvin has not checked. Note there are 13 classes. If your model does not predict all classes you will need to manually add the missing columns filled with 0. The objective of this challenge is to create a machine learning algorithm that classifies each purchase into one of 13 different categories.
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
awesome-trustworthy-deep-learning
A curated list of trustworthy deep learning papers. Daily updating...
Digital-Africa-Plantation-Counting-Challenge
Working On it
huggingface-model-LoRA-finetuning-for-text-summarisation
A notebook implementation of Low Rank Adaptation finetuning of a huggingface model for text summarisation
ivy
The Unified Machine Learning Framework
learnopencv
Learn OpenCV : C++ and Python Examples
MASK-RCNN-Pytorch
Mask RCNN from Scratch Using Pytorch
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
OpenAIWorkshop
workshop materials to build intelligent solutions on Open AI
PPO-RL
A Digital Twin Environment meant to control the flow of water, being implemented using PPO RL
Python
All Algorithms implemented in Python