Pinned Repositories
embeddings_app
A web app for playing with GloVe word embeddings. Users can search for similar words, construct analogies, plot words in 2D space, or compile "bags" of related words.
GAN-architectures
Sketch generation with deep convolutional GANs. Briefly experimented with image to sketch conversion using CycleGAN.
htools
Extending Python with miscellaneous utility functions and decorators.
incendio
A PyTorch wrapper to allow for rapid experimentation and development of deep learning models. In addition to accepted techniques like cyclical learning rate scheduling and Bloom embeddings, this will also be a place for some of my more experimental features like spatial attention layers or weighted tabular residual blocks.
jabberwocky
An Alexa skill providing a conversational interface to any public figure (as mimicked by GPT3). The legacy GUI is no longer maintained.
mma_visualizations
pandas_htools
roboduck
Natural language debugging, talking error messages, and loquacious loggers.
self-supervised-vision-exp
Experimenting with self supervised computer vision tasks as a pre-training step for low resource supervised learning.
stormlight
Stormlight Archive-themed data science app. Users can generate stormlight-esque text, explore how sentiment rises and falls throughout each book, and count occurrences of any word.
hdmamin's Repositories
hdmamin/jabberwocky
An Alexa skill providing a conversational interface to any public figure (as mimicked by GPT3). The legacy GUI is no longer maintained.
hdmamin/roboduck
Natural language debugging, talking error messages, and loquacious loggers.
hdmamin/embeddings_app
A web app for playing with GloVe word embeddings. Users can search for similar words, construct analogies, plot words in 2D space, or compile "bags" of related words.
hdmamin/stormlight
Stormlight Archive-themed data science app. Users can generate stormlight-esque text, explore how sentiment rises and falls throughout each book, and count occurrences of any word.
hdmamin/GAN-architectures
Sketch generation with deep convolutional GANs. Briefly experimented with image to sketch conversion using CycleGAN.
hdmamin/htools
Extending Python with miscellaneous utility functions and decorators.
hdmamin/incendio
A PyTorch wrapper to allow for rapid experimentation and development of deep learning models. In addition to accepted techniques like cyclical learning rate scheduling and Bloom embeddings, this will also be a place for some of my more experimental features like spatial attention layers or weighted tabular residual blocks.
hdmamin/pandas_htools
hdmamin/self-supervised-vision-exp
Experimenting with self supervised computer vision tasks as a pre-training step for low resource supervised learning.
hdmamin/.dotfiles
hdmamin/ankify
Tiny CLI to convert my notes to an anki-importable TSV format.
hdmamin/custom-jupyter-magics
hdmamin/dotfiles
hdmamin/first-contributions
🚀✨ Help beginners to contribute to open source projects
hdmamin/flask-ask
Alexa Skills Kit for Python
hdmamin/ForestNet
hdmamin/hdmamin.github.io
hdmamin/java-mooc-pt2
hdmamin/java_mooc_pt1
hdmamin/keras_lr_finder
Plots the change of the loss function of a Keras model when the learning rate is exponentially increasing.
hdmamin/metas
Extending Python with miscellaneous utility functions and decorators.
hdmamin/ml_from_scratch
hdmamin/ml_htools
hdmamin/nbdev_template
hdmamin/nbextension-duckling
Jupyter notebook extension for conversational debugging. Forked from nbextension-scratchpad.
hdmamin/network-traffic-viz
hdmamin/portus
hdmamin/sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
hdmamin/sphinx-book-theme
sphinx theme for jupyter-book site
hdmamin/unpythonic-book
One data scientist's roundabout quest to become a better programmer through a series of unspeakably unpythonic atrocities.