Machine Learning hobbyist & practitioner
tf-word2vec. TensorFlow implementation of word2vec
52tf-transformer. TensorFlow 2 implementation of Transformer (Attention is all you need).
25tf-resnet-cifar10. TensorFlow implementation of ResNet-110 tested on CIFAR10
19tf-doc2vec. TensorFlow implementation of doc2vec/paragraph2vec
7ldm_tf2. TensorFlow implementation of Latent Diffusion Model
6tf-seq2seq. TensorFlow implementation of seq2seq model
4semi-supervised-sequence-learning. Semi-supervised learning with unsupervised pretraining on unlabeled sequence data and supervised finetuning on labeled sequence data
4tf-deeplabv3. TensorFlow implementation of DeepLabv3 for semantic segmentation
4np-auto-diff. A prototypical, experimental framework to define and execute computational graph to train neural networks.
3tf-detection. Tensorflow implementation of multiple object detection models (SSD, Faster R-CNN, Mask R-CNN) under a single framework.
1LeetCode. leetcode problem solutions
1tf-RNN-Language-Model. TensorFlow implementation of RNN language model
1tf-transformerxl-language-model. Tensorflow 2 implementation of TransformerXL for language modeling
1ddpm_tf2. TF2 implementation of DDPM for image generation
1collaborative-filtering-with-tensorflow. Jupyter Notebook
1autograd. Library for auto differentiation based purely on NumPy
1KNN_Peptide_Spectra. An K nearest neighbor algorithm for predicting peptide fragmentation patterns
1tf-xlnet. Python
1Receptive-Field-Visualizer. Python
1nlp_toolkit. Python
1cross-link. An open source software for identifying cross-linked peptide from fragment ion spectra
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