GitHub / dogeplusplus 66 Repositories
Machine Learning Engineer, Mathematician, Rustacean, and collector of fine memes.
dogeplusplus/bio-agents-mcp
MCP servers for Protein Data Bank, ChemBL, and other life science data (WIP), with Ollama client for local testing.
Language: Python - Size: 283 KB - Last synced at: 5 days ago - Pushed at: 6 months ago - Stars: 7 - Forks: 4

dogeplusplus/qm9-gnn
Language: Python - Size: 164 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

dogeplusplus/sam-at-home
Gradio UI for running Meta AI's Segment Anything on own hardware. Promptable segmentation via keypoints and bounding boxes.
Language: Python - Size: 72.3 KB - Last synced at: 9 months ago - Pushed at: over 2 years ago - Stars: 60 - Forks: 7

dogeplusplus/llama-hackathon-london
Language: Python - Size: 945 KB - Last synced at: 9 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

dogeplusplus/jax Fork of jax-ml/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Language: Python - Size: 44.8 MB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

dogeplusplus/flax-u2net
JAX/Flax implementation of U-2 Net for salient object detection.
Language: Python - Size: 727 KB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1

dogeplusplus/ball-balancer
Reinforcement learning using PPO on the 3D Ball environment for Unity ML-Agents. Using MPI to do distributed training across separate processes
Language: Python - Size: 3.63 MB - Last synced at: 9 months ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 0

dogeplusplus/fsdp_qlora Fork of AnswerDotAI/fsdp_qlora
Training LLMs with QLoRA + FSDP
Size: 256 KB - Last synced at: 9 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

dogeplusplus/cat-alan
Audio classification of domestic cats sounds (hungry, angry, purring, etc) using raw waveforms. PyTorch implementation of M5 architecture.
Language: Python - Size: 903 KB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 2

dogeplusplus/python-template
Python template repository for initial setup.
Language: Makefile - Size: 13.7 KB - Last synced at: 9 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

dogeplusplus/islp Fork of bomtall/islp
Book club for Introduction to Statistical Learning with applications in Python
Size: 16.5 MB - Last synced at: 9 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

dogeplusplus/dogeplusplus.github.io
This is my personal website.
Language: CSS - Size: 58.8 MB - Last synced at: 9 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

dogeplusplus/rust-tracer
Ray Tracer Challenge In Rust
Language: Rust - Size: 175 KB - Last synced at: 9 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

dogeplusplus/dogeplusplus
Size: 11.7 KB - Last synced at: 9 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

dogeplusplus/neural-style
Web application demonstrating neural style transfer on images/webcam feeds. Built with tensorflow serving for model inference, and streamlit for UI/backend.
Language: Python - Size: 87.3 MB - Last synced at: 9 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

dogeplusplus/pensum-perdiscere
Language: Python - Size: 160 KB - Last synced at: 9 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

dogeplusplus/haiku-transformer
Vision Transformer implemented with JAX and dm-haiku
Language: Python - Size: 106 KB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

dogeplusplus/group-unet
Experiment on rotation equivariance using Group Convolution U-Nets applied to segmentation of butterfly images
Language: Python - Size: 79.1 KB - Last synced at: 9 months ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

dogeplusplus/gpt2-playground
Sandbox experiments for playing around with nanoGPT
Language: Python - Size: 225 KB - Last synced at: 9 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

dogeplusplus/termivision
Display videos and images in the terminal! (WIP)
Language: Rust - Size: 1.5 MB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

dogeplusplus/albert
Re-implementation of ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
Language: Python - Size: 45.9 KB - Last synced at: 9 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

dogeplusplus/diffusion-mri
Diffusion model for MRI image generation
Language: Python - Size: 109 KB - Last synced at: 9 months ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 1

dogeplusplus/dreambooth-hackathon
Language: Python - Size: 7.81 KB - Last synced at: 9 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

dogeplusplus/advent-code-2022
Language: Rust - Size: 12.7 KB - Last synced at: 9 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

dogeplusplus/torch-actor-critic
PyTorch implementation of Soft Actor-Critic using MPI for distributed training.
Language: Python - Size: 111 KB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

dogeplusplus/GPU-Puzzles Fork of srush/GPU-Puzzles
Solve puzzles. Learn CUDA.
Language: Jupyter Notebook - Size: 1.29 MB - Last synced at: 9 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

dogeplusplus/gi-tract
Language: Python - Size: 30.9 MB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

dogeplusplus/multimodal-cell
Language: Python - Size: 1.16 MB - Last synced at: 9 months ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

dogeplusplus/vision Fork of pytorch/vision
Datasets, Transforms and Models specific to Computer Vision
Size: 414 MB - Last synced at: 9 months ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

dogeplusplus/keypoint-cat
Language: Python - Size: 37.1 KB - Last synced at: 9 months ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

dogeplusplus/pytorch Fork of pytorch/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Language: C++ - Size: 842 MB - Last synced at: 9 months ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

dogeplusplus/Module-0 Fork of minitorch/Module-0
Module 0 - Fundamentals
Language: Python - Size: 53.7 KB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

dogeplusplus/mlflow Fork of mlflow/mlflow
Open source platform for the machine learning lifecycle
Language: Python - Size: 125 MB - Last synced at: 9 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

dogeplusplus/torchrec Fork of pytorch/torchrec
Pytorch domain library for recommendation systems
Size: 4.33 MB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

dogeplusplus/sandbox
Sandbox code for smaller experiments and for playing around
Language: Python - Size: 70.3 KB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

dogeplusplus/mlflow-server
Language: Makefile - Size: 5.86 KB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

dogeplusplus/sac-walker
Soft Actor Critic implementation using JAX in the mujoco humanoid environment (WIP)
Language: Python - Size: 83 KB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1

dogeplusplus/ppo-worm
Application of PPO for the 3D Unity Worm Environment. Control 10 agents corresponding to worm segments. Includes MLFlow setup for tracking experiments and a custom Gym wrapper that builds off of UnityEnvironment.
Language: Python - Size: 17.6 KB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

dogeplusplus/meow-mix
Meow Synthesis
Language: Python - Size: 63.5 KB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

dogeplusplus/cyclegan-cat
Style transfer from brown tabby cats to tortoiseshell using predominantly U-Net based generators. Includes TF record serialization for images and some tensorboard logging.
Language: Python - Size: 1.16 MB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

dogeplusplus/advent-code-2021
Language: Rust - Size: 4.25 MB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

dogeplusplus/ascii-art
Ascii image art generator with Rust
Language: Rust - Size: 10.7 KB - Last synced at: 9 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

dogeplusplus/reverse-diff
Simple reverse mode auto-differentation in Rust (WIP)
Language: Rust - Size: 4.88 KB - Last synced at: 9 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

dogeplusplus/seafood-distillation
Model distillation of CNNs for classification of Seafood Images in PyTorch
Language: Python - Size: 12.7 KB - Last synced at: 9 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

dogeplusplus/github-pages-with-jekyll
Size: 14.6 KB - Last synced at: 9 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

dogeplusplus/rustlings Fork of rust-lang/rustlings
:crab: Small exercises to get you used to reading and writing Rust code!
Size: 1.11 MB - Last synced at: 9 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

dogeplusplus/subreddit-classifier
Text classification of subreddits of Reddit posts based on post title.
Language: Python - Size: 7.81 KB - Last synced at: 9 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

dogeplusplus/Jaipur
Using Alpha-Beta pruning and Minimax algorithms to play the Jaipur board game with both players possessing perfect information.
Language: Python - Size: 245 KB - Last synced at: 9 months ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

dogeplusplus/point-network
Language: Python - Size: 7.81 KB - Last synced at: 9 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

dogeplusplus/PPN2V Fork of juglab/PPN2V
Code Implementation for the publication "Fully Unsupervised Probabilistic Noise2Void". Attempted re-implementation of PN2V in Tensorflow 2 (WIP).
Language: Python - Size: 26.3 MB - Last synced at: 9 months ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

dogeplusplus/minigrep
Language: Rust - Size: 2.93 KB - Last synced at: 9 months ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

dogeplusplus/cppigo
Implementing the game of Go using OpenGL
Language: C - Size: 369 KB - Last synced at: 9 months ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

dogeplusplus/regex-fractal-cuda
Regular Expression Fractals
Language: Python - Size: 1.95 KB - Last synced at: 9 months ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

dogeplusplus/DeepMeme
Creating internet memes using Generative Adversarial Networks (GANs).
Language: Jupyter Notebook - Size: 544 MB - Last synced at: 9 months ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

dogeplusplus/microblog
Language: Roff - Size: 48.8 KB - Last synced at: 9 months ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

dogeplusplus/RecurrentTao
Generating Chinese philosophy using LSTMs on the Taoist classical text Tao Te Ching. An English translation of the text is used.
Language: Jupyter Notebook - Size: 4.29 MB - Last synced at: 9 months ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

dogeplusplus/AIND-VUI-Capstone
Comparing the performance of RNN networks to convert audio files into phonetic translations.
Language: HTML - Size: 18 MB - Last synced at: 9 months ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

dogeplusplus/AIND-AlexaFactSkill
An Alexa skill which states facts in the history of AI. Built using the Alexa Skills Kit.
Language: JavaScript - Size: 104 KB - Last synced at: 9 months ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 1

dogeplusplus/AIND-DogClassification
Classifying dog breeds in images using transfer learning and CNNs. Makes use of the pre-trained Inception-V3 model used in the ImageNet competition.
Language: HTML - Size: 7.33 MB - Last synced at: 9 months ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

dogeplusplus/AIND-RecurrentNeuralNetworks
Using LSTM modules to generate predictions of Apple stock prices, and sentence generation based on Sherlock Holmes.
Language: Jupyter Notebook - Size: 5.69 MB - Last synced at: 9 months ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

dogeplusplus/Mandelbrot
Generates Mandelbrot Fractal
Language: Python - Size: 2.9 MB - Last synced at: 9 months ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

dogeplusplus/AIND-Recognizer
Using Hidden Markov Models to translate gestures in American Sign Language to Text. Used BIC, DIC and cross validation to train optimal models for each word.
Language: HTML - Size: 259 KB - Last synced at: 9 months ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

dogeplusplus/AIND-Planning
Implemented planning graphs to solve problems in logistics using search heuristics. Logical planners can be adapted to solve any type of problem given a notion of states, actions, constraints and goals.
Language: Python - Size: 1.17 MB - Last synced at: 9 months ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

dogeplusplus/AIND-Isolation
Using adversarial search and Minimax/Alpha Beta pruning strategies, one can create agents capable of creating competitive board games. Heuristics can be added to augment the strength of the agent and evaluate the value of a move under time constraints.
Language: Python - Size: 2.52 MB - Last synced at: 9 months ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 1

dogeplusplus/AIND-Sudoku
Using constraints and strategies to narrow down the number of options, one can solve hard Sudoku puzzles very easily.
Language: Python - Size: 178 KB - Last synced at: 9 months ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

dogeplusplus/Notebooks
Machine Learning Jupyter Notebooks
Language: Jupyter Notebook - Size: 11.9 MB - Last synced at: 9 months ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

dogeplusplus/DailyProgrammer
This is a compilation of my solutions to the DailyProgrammer challenges. These challenges address a number of topics such as search, game playing and Mathematics.
Language: Python - Size: 1.71 MB - Last synced at: 9 months ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

dogeplusplus/Python-Projects
Language: Python - Size: 12.1 MB - Last synced at: 9 months ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0
