{"id":17835173,"url":"https://github.com/hsankesara/deepresearch","last_synced_at":"2025-04-09T15:10:13.592Z","repository":{"id":87573188,"uuid":"144450296","full_name":"Hsankesara/DeepResearch","owner":"Hsankesara","description":"This repository is  the collection of research papers in Deep learning, computer vision and NLP.","archived":false,"fork":false,"pushed_at":"2020-01-05T06:34:38.000Z","size":252739,"stargazers_count":285,"open_issues_count":5,"forks_count":106,"subscribers_count":14,"default_branch":"master","last_synced_at":"2025-04-09T15:10:02.802Z","etag":null,"topics":["computer-vision","deep-learning","keras","machine-learning","nlp","nueral-networks","python3","research-paper"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Hsankesara.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-08-12T08:28:49.000Z","updated_at":"2025-04-08T05:15:47.000Z","dependencies_parsed_at":null,"dependency_job_id":"67b7a4a0-688a-463f-87fe-c0b677928cb9","html_url":"https://github.com/Hsankesara/DeepResearch","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Hsankesara%2FDeepResearch","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Hsankesara%2FDeepResearch/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Hsankesara%2FDeepResearch/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Hsankesara%2FDeepResearch/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Hsankesara","download_url":"https://codeload.github.com/Hsankesara/DeepResearch/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248055282,"owners_count":21040157,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["computer-vision","deep-learning","keras","machine-learning","nlp","nueral-networks","python3","research-paper"],"created_at":"2024-10-27T20:17:38.605Z","updated_at":"2025-04-09T15:10:13.564Z","avatar_url":"https://github.com/Hsankesara.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# DeepResearch\n\n## What is DeepResearch\n\nDeepResearch is the collection of new and prolific algorithms in the field of **Machine Learning**, **Deep Learning**, **Natural Language Processing** and **Computer Vision**. It contains the tutorial about the papers as well as their codes. The idea is that Artificial Intelligence is not the realm of researchers only. Even a beginner must be able to run a model without going through the whole trouble using complex libraries and get a feel of it.\n\n## Papers\n|Paper|Code|Tutorial|Any Other links|\n|-----|----|--------|---------------|\n|[Hierarchical Attention Networks](http://www.cs.cmu.edu/~./hovy/papers/16HLT-hierarchical-attention-networks.pdf)|[code](Hierarchical_Attention_Network/) |[Hierarchical Attention Networks](https://medium.com/@heetsankesara3/hierarchical-attention-networks-d220318cf87e) | [News Classification using HAN](https://www.kaggle.com/hsankesara/news-classification-using-han)|\n|[Unet](https://arxiv.org/pdf/1505.04597.pdf)|[code](UNet/)|[UNet-Introducing Symmetry in Segmentation](https://towardsdatascience.com/u-net-b229b32b4a71)|[Unet- Image Segmentation](https://www.kaggle.com/hsankesara/unet-image-segmentation)|\n|[Prototypical Networks](https://arxiv.org/pdf/1703.05175)|[code](Prototypical_Nets/)| [N-Shot Learning: Learning More with Less Data](https://blog.floydhub.com/n-shot-learning/)| [Kaggle Notebook](https://www.kaggle.com/hsankesara/prototypical-net/)|\n\n## Project Manager\n\n**[Heet Sankesara](https://github.com/Hsankesara)**\n\n[\u003cimg src=\"http://i.imgur.com/0o48UoR.png\" width=\"35\"\u003e](https://github.com/Hsankesara/)             [\u003cimg src=\"https://i.imgur.com/0IdggSZ.png\" width=\"35\"\u003e](https://www.linkedin.com/in/heet-sankesara-72383a152/)             [\u003cimg src=\"http://i.imgur.com/tXSoThF.png\" width=\"35\"\u003e](https://twitter.com/TheSankesara)               [\u003cimg src=\"https://loading.io/s/icon/vzeour.svg\" width=\"35\"\u003e](https://www.kaggle.com/hsankesara)                [\u003cimg src=\"https://image.flaticon.com/icons/svg/2111/2111505.svg\" width=\"35\"\u003e](https://medium.com/@heetsankesara3)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhsankesara%2Fdeepresearch","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhsankesara%2Fdeepresearch","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhsankesara%2Fdeepresearch/lists"}