Jake Tae (@jaketae)
github

jaketae

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  • Stars
    star
    1,043
  • Global Rank 29,349 (Top 2 %)
  • Followers 264
  • Following 33
  • Registered almost 8 years ago
  • Most used languages
    Python
         84.0 %
    Jupyter Notebook
         8.0 %
    Shell
         4.0 %
    HTML
         4.0 %

Top repositories

1

storyteller

Multimodal AI Story Teller, built with Stable Diffusion, GPT, and neural text-to-speech
Python
489
star
2

koclip

KoCLIP: Korean port of OpenAI CLIP, in Flax
Python
139
star
3

deep-malware-detection

A neural approach to malware detection in portable executables
Python
71
star
4

wordwise

N-gram keyword extraction using spaCy and pretrained language models
Python
62
star
5

ensemble-transformers

Ensembling Hugging Face transformers made easy
Python
59
star
6

g-mlp

PyTorch implementation of Pay Attention to MLPs
Python
39
star
7

alibi

PyTorch implementation of Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation
Python
25
star
8

param-share-transformer

PyTorch implementation of Lessons on Parameter Sharing across Layers in Transformers
Python
25
star
9

fnet

PyTorch implementation of FNet: Mixing Tokens with Fourier transforms
Python
25
star
10

mlp-mixer

PyTorch implementation of MLP-Mixer: An all-MLP Architecture for Vision
Python
20
star
11

conformer

PyTorch implementation of Conformer: Convolution-augmented Transformer for Speech Recognition
Python
13
star
12

realformer

PyTorch implementation of RealFormer: Transformer Likes Residual Attention
Python
11
star
13

jaketae.github.io

Personal blog with Jupyter notebooks
Jupyter Notebook
11
star
14

vit-breast-cancer

Transfer learning pretrained vision transformers for breast histopathology
Python
9
star
15

lm-identifier

A toolkit for identifying pretrained language models from potentially AI-generated text
Python
9
star
16

tupe

PyTorch implementation of Rethinking Positional Encoding in Language Pre-training
Python
7
star
17

fastapi-bert

Fine-tuning and deploying BERT through FastAPI
Jupyter Notebook
6
star
18

ml-from-scratch

Machine learning algorithms implemented from scratch with NumPy
Python
4
star
19

pygrad

Pure Python autograd library based on NumPy
Python
4
star
20

auto-tagger

Fine-tuning and zero-shot learning with transformers to automatically tag my study blog posts
Python
4
star
21

res-mlp

PyTorch implementation of ResMLP: Feedforward networks for image classification with data-efficient training
Python
3
star
22

graph-neural-ode

Graph neural ordinary differential equations
Python
3
star
23

image-classifier

Image classifier web application based on MobileNet, built using Flask, TensorFlow, and Matplotlib
HTML
2
star
24

dotfiles

Minimalist dotfiles and personal preferences
Shell
1
star
25

docker-django

Python
1
star
26

lecture-note-trimmer

0
star