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1. human_attributes_prediction_in_privacy_conditions human_attributes_prediction_in_privacy_conditions Public

   ACM MM'21 (Oral): Official implementation of the Context-guided Human Attributes Prediction Network (CHAPNet) introduced in Human Attributes Prediction Under Privacy-preserving Conditions.

   Python 5

2. api_malware_classification api_malware_classification Public

   Designed ensembled Seq2Seq models using Keras to detect malware in a sequence of API calls, and achieved a top position on Kaggle

   Python 2

3. geocoded-tweets-insights-dashboard geocoded-tweets-insights-dashboard Public

   An interactive, configurable and generic dashboard to gain insights from geocoded Twitter data. The insightful visualizations generated through exploratory data analysis helps in getting insights i…

   Jupyter Notebook 1 1

4. neural-networks-algos-from-scratch neural-networks-algos-from-scratch Public

   Some of the algorithms for convolutional neural network (CNN) and recurrent neural network (RNN)

   Jupyter Notebook

5. data_engineering data_engineering Public

   Data pipelines using Airflow and Spark, Databases using MySQL and Docker, System Design using AWS, Charts & APIs using Plotly, Machine learning using scikit-learn.

   Jupyter Notebook

6. distributed-qwen-training distributed-qwen-training Public

   Fault-tolerant distributed training of Qwen models with PyTorch FSDP2 — DDP, sharded checkpointing, elastic restart, correct loss normalization

   Python