Pinned Repositories
Activity_Prediction
Predicts Activities based on Sensor Measurement. Dataset used for Modelling is the PAMAP3 Dataset
Bias_and_ML
This repository creates a machine learning model and further assesses the bias of this model with regards to the features
Disso-COLD
Classification of Long documents. Implementation of state-of-the-art models as well as iteration.
haystack
:mag: Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs (GPT-3 and alike). Haystack offers production-ready tools to quickly build ChatGPT-like question answering, semantic search, text generation, and more.
Image-Segmentation
This project required the matching of submitted colour patterns as an image to the standard colour pattern to be used in a game
IMDB_movie_metadata-analysis
The goal of this analysis is to derive insights which informs the production of the next movie. This repository consists of IMDB_movie_metadata csv, a .ipynb file and a presentation reporting findings.
Microsoft_sentence_completion
A challenge to create models that select the right option to complete a sentence from a series of option. Models are then compared with the human similarity measure.
mlops-zoomcamp
Free MLOps course from DataTalks.Club
sent_analysis
Sports
Exploring Sports Data using Data Analysis, Data Science and ML
Ok3ks's Repositories
Ok3ks/sent_analysis
Ok3ks/Activity_Prediction
Predicts Activities based on Sensor Measurement. Dataset used for Modelling is the PAMAP3 Dataset
Ok3ks/Bias_and_ML
This repository creates a machine learning model and further assesses the bias of this model with regards to the features
Ok3ks/Disso-COLD
Classification of Long documents. Implementation of state-of-the-art models as well as iteration.
Ok3ks/haystack
:mag: Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs (GPT-3 and alike). Haystack offers production-ready tools to quickly build ChatGPT-like question answering, semantic search, text generation, and more.
Ok3ks/IMDB_movie_metadata-analysis
The goal of this analysis is to derive insights which informs the production of the next movie. This repository consists of IMDB_movie_metadata csv, a .ipynb file and a presentation reporting findings.
Ok3ks/mlops-zoomcamp
Free MLOps course from DataTalks.Club
Ok3ks/Sports
Exploring Sports Data using Data Analysis, Data Science and ML
Ok3ks/Tabular_data
Tabular Datasets
Ok3ks/Image-Segmentation
This project required the matching of submitted colour patterns as an image to the standard colour pattern to be used in a game
Ok3ks/Microsoft_sentence_completion
A challenge to create models that select the right option to complete a sentence from a series of option. Models are then compared with the human similarity measure.
Ok3ks/Algorithms
"""Handy Algorithms and Data Structures"""
Ok3ks/data-centric-deep-learning
Public repository for the "Data-Centric Deep Learning" course taught by Mike Wu and Andrew Maas. Available at https://corise.com/course/data-centric-deep-learning.
Ok3ks/diffusion-models-class
Materials for the Hugging Face Diffusion Models Course
Ok3ks/forage-lyft-starter-repo
Lyft starter repo
Ok3ks/insurance_modelling
Ok3ks/Llama-2-Onnx
Ok3ks/llama-cpp-python
Python bindings for llama.cpp
Ok3ks/longformer
Longformer: The Long-Document Transformer
Ok3ks/Ok3ks
Config files for my GitHub profile.
Ok3ks/political_spending_uk
Hackathon - Money in politics: how do political parties spend their campaign war chests?
Ok3ks/RAG
Ok3ks/RoBERT_Recurrence_over_BERT
pyTorch implementation of Recurrence over BERT (RoBERT) based on this paper https://arxiv.org/abs/1910.10781 and comparison with pyTorch implementation of other Hierarchical Methods (Mean Pooling and Max Pooling) and Truncation Methods (Head Only and Tail Only) presented in this paper https://arxiv.org/abs/1905.05583
Ok3ks/scrapy
Scrapy, a fast high-level web crawling & scraping framework for Python.
Ok3ks/seai
CMU Lecture: Machine Learning In Production / AI Engineering / Software Engineering for AI-Enabled Systems (SE4AI)
Ok3ks/spark_sample_project
Repository detailing my spark learning
Ok3ks/stable-diffusion
A latent text-to-image diffusion model
Ok3ks/torchdistill
A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆20 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
Ok3ks/tutorials
Notebooks/scripts for youtube tutorials