-
Carnegie Mellon University
- San Francisco Bay Area, CA
- in/edoardobotta
Starred repositories
A high-performance distributed file system designed to address the challenges of AI training and inference workloads.
Python package for graph neural networks in chemistry and biology
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
BioMachineLearning / openpom
Forked from ARY2260/openpomReplication of the Principal Odor Map paper by Lee et al (2022). The model is implemented such that it integrates with DeepChem
Minimal reproduction of DeepSeek R1-Zero
Make typesetting LaTeX as fast as handwriting through snippets, text expansion, and editor enhance 8000 ments
Replication of the Principal Odor Map paper by Brian K. Lee et al. (2023).
Reasoning in LLMs: Papers and Resources, including Chain-of-Thought, OpenAI o1, and DeepSeek-R1 🍓
Implementation of Autoregressive Diffusion in Pytorch
PyTorch implementation for "Parallel Sampling of Diffusion Models", NeurIPS 2023 Spotlight
Vector (and Scalar) Quantization, in Pytorch
[Pytorch] Minimal implementation of a Variational Autoencoder (VAE) with Categorical Latent variables inspired from "Categorical Reparameterization with Gumbel-Softmax".
EdoardoBotta / EDGE-Rec
Forked from upriyam-cmu/EDGE-RecThis is the official repository of "EDGE-Rec: Efficient and Data-Guided Edge Diffusion for Recommender System Graphs" (GenAIRecP @ KDD 2024)
Temporal Convolutional Neural Networks for Complaint Classification
[Pytorch] Generative retrieval model using semantic IDs from "Recommender Systems with Generative Retrieval"
TensorFlow-based neural network library
[WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".
Official PyTorch Code and Models of "RePaint: Inpainting using Denoising Diffusion Probabilistic Models", CVPR 2022
Repository hosting code for "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152).
An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).
The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
Collection of advice for prospective and current PhD students
Outfit Anyone: Ultra-high quality virtual try-on for Any Clothing and Any Person
Animate Anyone: Consistent and Controllable Image-to-Video Synthesis for Character Animation
Generative Models by Stability AI
Temporal Convolutional Neural Networks for Complaint Classification