Roberto G.E. Martin's repositories
SymbolicMathematics
Deep Learning for Symbolic Mathematics
BAT-AIRSS
Tools for battery research with AIRSS
cross-domain-disen
Cross-domain disentanglement network
deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
DoctorGPT
DoctorGPT is an LLM that can pass the US Medical Licensing Exam. It works offline, it's cross-platform, & your health data stays private.
dr-claude
Anthropic Claude2 Hackathon:Building MCTS with Claude for optimal action prediction during patient/doctor interactions.
DRLwithTL
Python code for Deep Reinforcement Learning with Transfer Learning in a Simulated Environment
DSen2
Super-Resolution of Sentinel-2 Images: Learning a Globally Applicable Deep Neural Network
Encoding-Decoding-3D-Crystals
"Data-Driven Approach to Encoding and Decoding 3-D Crystal Structures", Jordan Hoffmann, Louis Maestrati, Yoshihide Sawada, Jian Tang, Jean Michel Sellier, Yoshua Bengio
FBPINNs
Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs)
FGSCR-42
A public Dataset for Fine-Grained Ship Classification in Remote sensing images
fourier_neural_operator
Use Fourier transform to learn operators in differential equations.
FRIDAY
An self-improving embodied conversational agent seamlessly integrated into the operating system to automate our daily tasks.
google-research
Google Research
HRSID
HRSID: high resolution sar images dataset for ship detection, semantic segmentation, and instance segmentation tasks.
IIC
Invariant Information Clustering for Unsupervised Image Classification and Segmentation
l2rpn-baselines
L2RPN Baselines a repository to host baselines for l2rpn competitions.
machine-learning-engineering-for-production-public
Public repo for DeepLearning.AI MLEP Specialization
multiagent_mujoco
Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.
PARL
A high-performance distributed training framework for Reinforcement Learning
prospr
ProSPr: Protein Structure Prediction
ps-sidecar
Simple HTML config used for K8s sidecar demos in Pluralsight vols and multi-container Pods video course
symbolic_deep_learning
Code for "Discovering Symbolic Models from Deep Learning with Inductive Biases"
tape
Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.
time-series-transformers-review
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
transformer-time-series-prediction
proof of concept for a transformer-based time series prediction model
yoltv4
Better, faster, peering over yonder. Improved large scale object detection in aerial/satellite imagery.