ykumards
Machine Learning Researcher | PhD at Aalto. Previously - CS @nyu, also did controls @UCSD
Aalto UniversityHelsinki
Pinned Repositories
ignite
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
.doom.d
.doom.d
ClassyVision
An end-to-end PyTorch framework for image and video classification
click-mate
A chrome extension for clickbait free browsing
dl-stencil
Template for ML/DL project for rapid prototyping in pytorch
dotfiles
dynalist-newtab
New Tab Page in chrome loads your Dynalist page
kaggle-generative-dogs
Code for Kaggle Generative Dog Images competition's 21st place (top 3%) solution (using Self-Attentive GANs)
pomodorify
A command line Pomodoro Timer integrated with Spotify
simtorch
PyTorch library to compare similarity between NN representations
ykumards's Repositories
ykumards/simtorch
PyTorch library to compare similarity between NN representations
ykumards/kaggle-generative-dogs
Code for Kaggle Generative Dog Images competition's 21st place (top 3%) solution (using Self-Attentive GANs)
ykumards/.doom.d
.doom.d
ykumards/ClassyVision
An end-to-end PyTorch framework for image and video classification
ykumards/dotfiles
ykumards/emacs-profile-old
latest copy of my emacs profile
ykumards/emacs.d
An Emacs configuration bundle with batteries included
ykumards/fast-transformers
Pytorch library for fast transformer implementations
ykumards/flax
Flax is a neural network ecosystem for JAX that is designed for flexibility.
ykumards/functorch
functorch is JAX-like composable function transforms for PyTorch.
ykumards/ml_notebooks
ykumards/mlflow
Open source platform for the machine learning lifecycle
ykumards/pixel-cnn
ykumards/pytorch-1
Tensors and Dynamic neural networks in Python with strong GPU acceleration
ykumards/quickdraw-dataset
Documentation on how to access and use the Quick, Draw! Dataset.
ykumards/revisit-bert-finetuning
For the code release of our arXiv paper "Revisiting Few-sample BERT Fine-tuning" (https://arxiv.org/abs/2006.05987).
ykumards/sansformers
Code for "Self-Supervised Forecasting in Electronic Health Records with Attention-Free Models"
ykumards/sim_metric
ykumards/stan
Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.
ykumards/vision_transformer
ykumards/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
ykumards/ykumards
ykumards/blog-theme
Files needed to replicate my research blog
ykumards/candle
Minimalist ML framework for Rust
ykumards/llama2.c
Inference Llama 2 in one file of pure C
ykumards/llm.c
LLM training in simple, raw C/CUDA
ykumards/min-dotemacs
ykumards/ostep-code
Code from various chapters in OSTEP (http://www.ostep.org)
ykumards/snomed-ct-entity-linking-runtime
Runtime repository for the SNOMED CT Entity Linking challenge on DrivenData
ykumards/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.