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chao-ji

Advanced
@chao-ji

Machine Learning hobbyist & practitioner

tf-word2vec. TensorFlow implementation of word2vec

52

tf-transformer. TensorFlow 2 implementation of Transformer (Attention is all you need).

25

tf-resnet-cifar10. TensorFlow implementation of ResNet-110 tested on CIFAR10

19

tf-doc2vec. TensorFlow implementation of doc2vec/paragraph2vec

7

ldm_tf2. TensorFlow implementation of Latent Diffusion Model

6

tf-seq2seq. TensorFlow implementation of seq2seq model

4

semi-supervised-sequence-learning. Semi-supervised learning with unsupervised pretraining on unlabeled sequence data and supervised finetuning on labeled sequence data

4

tf-deeplabv3. TensorFlow implementation of DeepLabv3 for semantic segmentation

4

np-auto-diff. A prototypical, experimental framework to define and execute computational graph to train neural networks.

3

tf-detection. Tensorflow implementation of multiple object detection models (SSD, Faster R-CNN, Mask R-CNN) under a single framework.

1

LeetCode. leetcode problem solutions

1

tf-RNN-Language-Model. TensorFlow implementation of RNN language model

1

tf-transformerxl-language-model. Tensorflow 2 implementation of TransformerXL for language modeling

1

ddpm_tf2. TF2 implementation of DDPM for image generation

1

collaborative-filtering-with-tensorflow. Jupyter Notebook

1

autograd. Library for auto differentiation based purely on NumPy

1

KNN_Peptide_Spectra. An K nearest neighbor algorithm for predicting peptide fragmentation patterns

1

tf-xlnet. Python

1

Receptive-Field-Visualizer. Python

1

nlp_toolkit. Python

1

cross-link. An open source software for identifying cross-linked peptide from fragment ion spectra

1