diff --git a/Pipfile b/Pipfile
new file mode 100644
index 0000000..e44533f
--- /dev/null
+++ b/Pipfile
@@ -0,0 +1,13 @@
+[[source]]
+url = "https://pypi.org/simple"
+verify_ssl = true
+name = "pypi"
+
+[packages]
+tensorflow = "*"
+sourced-ml = "*"
+
+[dev-packages]
+
+[requires]
+python_version = "3.6"
diff --git a/Pipfile.lock b/Pipfile.lock
new file mode 100644
index 0000000..782bd97
--- /dev/null
+++ b/Pipfile.lock
@@ -0,0 +1,638 @@
+{
+    "_meta": {
+        "hash": {
+            "sha256": "4f455e3e109292c70d1dfc44979ba2ce36ec985cfa3964211a03a263a5c77de9"
+        },
+        "pipfile-spec": 6,
+        "requires": {
+            "python_version": "3.6"
+        },
+        "sources": [
+            {
+                "name": "pypi",
+                "url": "https://pypi.org/simple",
+                "verify_ssl": true
+            }
+        ]
+    },
+    "default": {
+        "absl-py": {
+            "hashes": [
+                "sha256:932e6acb1a57bdcfb784a1ce6ad46a2f50b89d355a5619ed6df60db1414173d2"
+            ],
+            "version": "==0.4.0"
+        },
+        "args": {
+            "hashes": [
+                "sha256:a785b8d837625e9b61c39108532d95b85274acd679693b71ebb5156848fcf814"
+            ],
+            "version": "==0.1.0"
+        },
+        "asdf": {
+            "hashes": [
+                "sha256:493acb887113fe9c71309c26e8813d213ddc585aadd3c1c3566523dfba175dfe"
+            ],
+            "version": "==2.0.2"
+        },
+        "astor": {
+            "hashes": [
+                "sha256:95c30d87a6c2cf89aa628b87398466840f0ad8652f88eb173125a6df8533fb8d",
+                "sha256:fb503b9e2fdd05609fbf557b916b4a7824171203701660f0c55bbf5a7a68713e"
+            ],
+            "markers": "python_version >= '2.7' and python_version != '3.1.*' and python_version != '3.3.*' and python_version != '3.2.*' and python_version != '3.0.*'",
+            "version": "==0.7.1"
+        },
+        "bblfsh": {
+            "hashes": [
+                "sha256:5d0495dd6cafcff32fe2bdc15034fd533ebc91e880062ffa9dcd8b18abbf9992"
+            ],
+            "version": "==2.11.1"
+        },
+        "cachetools": {
+            "hashes": [
+                "sha256:90f1d559512fc073483fe573ef5ceb39bf6ad3d39edc98dc55178a2b2b176fa3",
+                "sha256:d1c398969c478d336f767ba02040fa22617333293fb0b8968e79b16028dfee35"
+            ],
+            "version": "==2.1.0"
+        },
+        "certifi": {
+            "hashes": [
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+                "sha256:b6e8b28b2b7e771a41ecdd12d4d43262ecab52adebbafa42c77d6b57fb6ad3a4"
+            ],
+            "version": "==2018.8.13"
+        },
+        "chardet": {
+            "hashes": [
+                "sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae",
+                "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"
+            ],
+            "version": "==3.0.4"
+        },
+        "clint": {
+            "hashes": [
+                "sha256:05224c32b1075563d0b16d0015faaf9da43aa214e4a2140e51f08789e7a4c5aa"
+            ],
+            "version": "==0.5.1"
+        },
+        "docker": {
+            "hashes": [
+                "sha256:6c4da20ef40e8d3eaf650f1488d91452b9a1128045481d7169fd34665ffa90ee",
+                "sha256:bc693be5a84b3b9e5aaf156068c5c0a445ee5138c638c3fbc857133bf67ebe07"
+            ],
+            "version": "==3.5.0"
+        },
+        "docker-pycreds": {
+            "hashes": [
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+                "sha256:8b0e956c8d206f832b06aa93a710ba2c3bcbacb5a314449c040b0b814355bbff"
+            ],
+            "version": "==0.3.0"
+        },
+        "dulwich": {
+            "hashes": [
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+            "version": "==0.19.6"
+        },
+        "future": {
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+            "version": "==0.16.0"
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+        "gast": {
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+            "version": "==0.2.0"
+        },
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+            "hashes": [
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+                "sha256:ac85fc7f6687bb0271f2f70ca298da90f35789f9de1fe3a11e8caeb571332b77"
+            ],
+            "version": "==1.3.0"
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+                "sha256:1d6d69ce66211143803fbc56652b41d73b4a400a2891d7bf7a1cdf4c02de613b"
+            ],
+            "version": "==1.1.0"
+        },
+        "thriftpy": {
+            "hashes": [
+                "sha256:309e57d97b5bfa01601393ad4f245451e989d6206a59279e56866b264a99796d"
+            ],
+            "version": "==0.3.9"
+        },
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+                "sha256:d400a9344254803a2368533e4533a4200d21eb7b6b729c173bc38201a74db3f2"
+            ],
+            "version": "==3.6.4"
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+                "sha256:b5725a0bd4ba422ab0e66e89e030c806576753ea3ee08554382c14e685d117b5"
+            ],
+            "version": "==1.23"
+        },
+        "websocket-client": {
+            "hashes": [
+                "sha256:728f405ba502e39fbd8a5903ca55161749ee77633caedc7b11222d83b344bb7c",
+                "sha256:bf36b4b4726cab3bf93e842deef3c5bf12bd9c134e45e9a852c76140309f5ae2"
+            ],
+            "version": "==0.49.0"
+        },
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+                "sha256:c3fd7a7d41976d9f44db327260e263132466836cef6f91512889ed60ad26557c",
+                "sha256:d5da73735293558eb1651ee2fddc4d0dedcfa06538b8813a2e20011583c9e49b"
+            ],
+            "version": "==0.14.1"
+        },
+        "wheel": {
+            "hashes": [
+                "sha256:0a2e54558a0628f2145d2fc822137e322412115173e8a2ddbe1c9024338ae83c",
+                "sha256:80044e51ec5bbf6c894ba0bc48d26a8c20a9ba629f4ca19ea26ecfcf87685f5f"
+            ],
+            "markers": "python_version >= '3'",
+            "version": "==0.31.1"
+        }
+    },
+    "develop": {}
+}
diff --git a/README.md b/README.md
index 074d9f0..3a3c94b 100644
--- a/README.md
+++ b/README.md
@@ -1,2 +1,10 @@
 # code2vec
 MLonCode community effort to implement Learning Distributed Representations of Code (https://arxiv.org/pdf/1803.09473.pdf)
+
+### Developer environment setup
+
+- Clone the repo using: `git clone https://github.com/src-d/code2vec.git`
+- [Install pipenv](https://docs.pipenv.org/install/#installing-pipenv)
+- Go to `<YOUR_INSTALLATION_DIRECTORY>/code2vec` and run `pipenv install`
+- Enter a virtual environment using `pipenv shell`
+- Use `pipenv install <library name>` to install a new Python library in your virtual env.