diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..8b09ac6
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,65 @@
+.DS_Store
+.idea
+.idea/*
+.vscode/*
+
+*.pyc
+./*/*.pyc
+./*/*/*.pyc
+./*/*/*/*.pyc
+./*/*/*/*/*.pyc
+./*/*/*/*/*/*.pyc
+
+*.pkl
+*.npy
+
+*.log
+
+runs/
+outputs/
+cache_dir/
+
+wandb
+./*/wandb
+./*/*/wandb
+./*/*/*/wandb
+./*/*/*/*/wandb
+./*/*/*/*/*/wandb
+
+
+# *.txt
+*.h5
+
+# data
+*.rar
+*.csv
+*.dat
+cifar-10-batches-py
+*.tar.gz
+
+*.zip
+*.json
+
+data/cifar10/*-python
+data/cifar100/*-python
+data/cinic10/
+
+data/MNIST/train
+data/MNIST/test
+data/text_classification/shakespeare/train
+data/text_classification/shakespeare/test
+data/stackoverflow/datasets
+
+# android
+.gradle
+fedml_mobile/android/.idea
+fedml_mobile/android/app/build
+fedml_mobile/android/fedml-iot-sdk/build
+fedml_mobile/android/build
+
+mimiconda.sh
+
+
+data/fednlp/*
+
+*.npz
\ No newline at end of file