clabrugere/scratch-llm

Implements a LLM similar to Meta's Llama 2 from the ground up in PyTorch, for educational purposes.

Language: Python - Size: 1.66 MB - Last synced: 26 days ago - Pushed: 26 days ago - Stars: 14 - Forks: 4

clabrugere/wukong-recommendation

Implements the paper "Wukong: Towards a Scaling Law for Large-Scale Recommendation" from Meta.

Language: Python - Size: 193 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 15 - Forks: 2

clabrugere/multitask-learning

Tensorflow implementation of three architectures for multi-task learning, a paradigm to learn different prediction tasks jointly using one model

Language: Python - Size: 208 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 5 - Forks: 0

clabrugere/pytorch-scarf

Implementation of SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption in Pytorch, a model learning a representation of tabular data using contrastive learning. It is inspired from SimCLR and uses a similar architecture and loss.

Language: Python - Size: 469 KB - Last synced: about 1 month ago - Pushed: 3 months ago - Stars: 62 - Forks: 13

clabrugere/byte-pair-encoding

Byte pair encoding tokenizer as used in some large language models.

Language: Python - Size: 17.6 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

clabrugere/ctr-prediction

Implementation of some state-of-the-art deep learning architectures for CTR prediction tasks, both in Pytorch and Tensorflow

Language: Python - Size: 114 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 3 - Forks: 0

clabrugere/advent-of-code-2023

Language: Jupyter Notebook - Size: 1.21 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

clabrugere/ssl-images

Implements VICReg, NT-Xent and DCL losses for contrastive self-supervised learning to generate semantically meaningful representations of images without labels.

Language: Python - Size: 153 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

clabrugere/clabrugere.github.io

Language: Ruby - Size: 4.98 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

clabrugere/evidential-deeplearning

Implementation of "Evidential Deep Learning to Quantify Classification Uncertainty" proposing a method to quantify uncertainty in a neural network.

Language: Python - Size: 139 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

clabrugere/randomized-prior-net

Simple and efficient way of performing deep ensembling to improve robustness as well as estimate uncertainty

Language: Python - Size: 134 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

clabrugere/final-mlp

Implements SOTA architecture for CTR predictions tasks, both in Pytorch and Tensorflow

Language: Python - Size: 236 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

clabrugere/ecommerce-dash

Example of a Dash application applied to e-commerce data to represent key metrics in the form of an interactive dashboard

Language: Jupyter Notebook - Size: 77.9 MB - Last synced: 12 months ago - Pushed: almost 2 years ago - Stars: 3 - Forks: 3

clabrugere/fastapi-fraud-detection

Example of a fully packaged ML model in a Docker image and exposed as a REST API using FastAPI framework

Language: Python - Size: 1.57 MB - Last synced: 12 months ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

clabrugere/examples Fork of pytorch/examples

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

Size: 39.4 MB - Last synced: 12 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

clabrugere/web-lazy-rebalance

WIP - Web application to optimally rebalance a portfolio (greedily) powered by Svelte

Language: JavaScript - Size: 35.2 KB - Last synced: 12 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

clabrugere/dynamic-time-warping

Fast implementation of Dynamic Time Warping algorithm using numba

Language: Python - Size: 7.81 KB - Last synced: 12 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

clabrugere/clabrugere

Size: 2.53 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

clabrugere/portfolio-balance

Streamlit application to optimally re-balance a portfolio given a target allocation, current positions and market prices

Language: Python - Size: 1.12 MB - Last synced: 12 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 1

clabrugere/streamlit-nav

Custom component in Typescript and Python for multipage navigation in Streamlit applications

Language: HTML - Size: 942 KB - Last synced: 12 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

clabrugere/template-datascience

cookiecutter template for standard data science and machine learning projects in python.

Language: Python - Size: 21.5 KB - Last synced: 12 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

clabrugere/M5-forecasting

Some strategies of hierarchical time series forecasting in the context of the M5 competition hosted on Kaggle

Language: Jupyter Notebook - Size: 5.73 MB - Last synced: 12 months ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

clabrugere/plant-pathology-classification

Implementation of the Wide-ResNet architecture in Pytorch, as described in the original paper and used on a plant's disease image classification problem

Language: Jupyter Notebook - Size: 9.92 MB - Last synced: 12 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

clabrugere/numpy-basics

10 or so machine learning algorithms implemented using Numpy only

Language: Jupyter Notebook - Size: 570 KB - Last synced: 12 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

clabrugere/datasets

Size: 2.93 KB - Last synced: 12 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0