OOTA SUBBA REDDY's repositories
imodelsX
Interpretability and explanation for NLP using large language models.
D5
The GitHub repo for Goal Driven Discovery of Distributional Differences via Language Descriptions
CLAP
Contrastive Language-Audio Pretraining
voxelwise_tutorials
Voxelwise modeling tutorial from the Gallantlab.
composer
Official implementation of "Composer: Creative and Controllable Image Synthesis with Composable Conditions"
Transformer-Explainability
[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
Constituent-Treelib
A lightweight Python library for constructing, processing, and visualizing constituent trees.
PaLM-rlhf-pytorch
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
SparK
[ICLR'23 Spotlight] The first successful BERT-style pretraining on any *convolutional network*; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"
ML-Papers-Explained
Explanation to key concepts in ML
parser
:rocket: State-of-the-art syntactic/semantic parsers with pretrained models for many languages.
mind-reader
[NeurIPS2022] Mind Reader: Reconstructing complex images from brain activities
prompt-tuning
Original Implementation of Prompt Tuning from Lester, et al, 2021
NeuralTaskonomy
Inferring the Similarity of Task-Derived Representations from Brain Activity
VideoLanguageModelRobustness
A large scale robustness analysis for video and text, multimodal models on the YouCook2 and MSRVTT datasets.
pdamn-fa2022
Programming & Data Analysis in Modern Neuroscience
data2vec-pytorch
PyTorch implementation of "data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language" from Meta AI
diaparser
Direct Attentive Dependency Parser
ipyvizzu
ipyvizzu is the Jupyter Notebook integration of Vizzu.
BLIP
PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Thinking-VLN
Ideas and thoughts about the fascinating Vision-and-Language Navigation
vipant
VIsually-Pivoted Audio and(N) Text
DeepMouseTrap
Mouse Brain in the Model Zoo
keras-io
Keras documentation, hosted live at keras.io